{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1197,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":1197,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"bb7c79324267","filters":{"topic":"Brain Metastases and Treatment"}},"results":[{"id":"W2158789700","doi":"10.1016/s0140-6736(04)16250-8","title":"Whole brain radiation therapy with or without stereotactic radiosurgery boost for patients with one to three brain metastases: phase III results of the RTOG 9508 randomised trial","year":2004,"lang":"en","type":"article","venue":"The Lancet","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":2426,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Hôpital Notre-Dame; Université de Montréal","funders":"National Cancer Institute","keywords":"Radiosurgery; Medicine; Brain metastasis; Radiation therapy; Multivariate analysis; Randomized controlled trial; Oncology; Univariate analysis; Internal medicine; Metastasis; Cancer","authors":[{"name":"David W. Andrews","is_ca":false},{"name":"Charles Scott","is_ca":false},{"name":"Paul W. Sperduto","is_ca":false},{"name":"Adam E. Flanders","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Michael C. Schell","is_ca":false},{"name":"Maria Werner‐Wasik","is_ca":false},{"name":"William F. Demas","is_ca":false},{"name":"Janice Ryu","is_ca":false},{"name":"Jean-Paul Bahary","is_ca":true},{"name":"Luís Souhami","is_ca":true},{"name":"Marvin Rotman","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Walter J. Curran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04476447561597344,"gpt":0.3127656464373119,"spread":0.2680011708213385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697843,0.001934117,0.003593259,0.0004376762,0.0003943079,0.001294278,0.001307004,0.001617373,0.005971679],"category_scores_gemma":[0.002074055,0.0006034655,0.003376974,0.0005652111,0.001201388,0.00108163,0.0005695088,0.004349711,0.001205169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012994,"about_ca_system_score_gemma":0.001261648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844458,"about_ca_topic_score_gemma":0.005362111,"domain_scores_codex":[0.9992156,0.0004216025,0.00005154795,0.0001341753,0.0000647927,0.0001122554],"domain_scores_gemma":[0.9992787,0.0002500321,0.0001718547,0.00006926171,0.00002713901,0.0002028902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9720979,0.001282567,0.0005826571,0.001240263,0.00286039,0.00004960989,0.00008063032,0.0006535212,0.001621442,0.0002574809,0.001928606,0.01734502],"study_design_scores_gemma":[0.9695265,0.02509294,0.001946492,0.00008459973,0.001450197,0.00008210094,0.00004026874,0.0002486164,0.0002201164,0.0003444088,0.0009438524,0.00001999971],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770104,0.01234665,0.00102242,0.001356355,0.001102844,0.001389856,0.002236961,0.0001723208,0.003362248],"genre_scores_gemma":[0.9831492,0.005414816,0.001188046,0.001778003,0.0003720599,0.001740903,0.001958251,0.00005064487,0.004348021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005971679,"threshold_uncertainty_score":0.01997721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2492450141","doi":"10.1001/jama.2016.9839","title":"Effect of Radiosurgery Alone vs Radiosurgery With Whole Brain Radiation Therapy on Cognitive Function in Patients With 1 to 3 Brain Metastases","year":2016,"lang":"en","type":"article","venue":"JAMA","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1661,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Radiosurgery; Quality of life (healthcare); Randomized controlled trial; Cognition; Radiation therapy; Clinical endpoint; Cognitive decline; Internal medicine; Dementia; Disease","authors":[{"name":"Paul D. Brown","is_ca":false},{"name":"Kurt A. Jaeckle","is_ca":false},{"name":"Karla V. Ballman","is_ca":false},{"name":"Elana Farace","is_ca":false},{"name":"Jane H. Cerhan","is_ca":false},{"name":"S. Keith Anderson","is_ca":false},{"name":"Xiomara W. Carrero","is_ca":false},{"name":"Fred G. Barker","is_ca":false},{"name":"Richard L. Deming","is_ca":false},{"name":"Stuart H. Burri","is_ca":false},{"name":"Cynthia Ménard","is_ca":true},{"name":"Caroline Chung","is_ca":true},{"name":"Volker W. Stieber","is_ca":false},{"name":"Bruce E. Pollock","is_ca":false},{"name":"Evanthia Galanis","is_ca":false},{"name":"Jan C. Buckner","is_ca":false},{"name":"Anthony L. Asher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007362465056757767,"gpt":0.2405349436171205,"spread":0.2331724785603627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001557822,0.0006784571,0.001865028,0.0003628717,0.000345802,0.0004809664,0.0004560689,0.0009470757,0.002233463],"category_scores_gemma":[0.002923476,0.0003530382,0.002628873,0.000295243,0.000575882,0.0004524312,0.0003333356,0.001037928,0.0002645426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006529226,"about_ca_system_score_gemma":0.001144369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412243,"about_ca_topic_score_gemma":0.004560978,"domain_scores_codex":[0.9993217,0.000322656,0.00008049962,0.0001042515,0.00006565935,0.0001052308],"domain_scores_gemma":[0.9985244,0.0005914291,0.0003668039,0.00005254617,0.0000485539,0.0004162029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9145405,0.01129527,0.02580486,0.0004515956,0.002456555,0.0001134477,0.0001372008,0.0006453076,0.002973264,0.00004396473,0.0004491242,0.04108883],"study_design_scores_gemma":[0.1936596,0.683449,0.1153529,0.0001241211,0.003403806,0.0002000459,0.000125988,0.001312716,0.001486726,0.000177699,0.0006591686,0.0000483753],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985044,0.0008524283,0.00004312235,0.0001097345,0.00005741894,0.0001326135,0.00005273996,0.000005225953,0.0002424338],"genre_scores_gemma":[0.9986712,0.0004477552,0.0001716499,0.0001456055,0.00009174393,0.0002321182,0.00008140079,0.000001916008,0.0001565711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002233463,"threshold_uncertainty_score":0.008238673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083128109","doi":"10.1016/s0360-3016(99)00507-6","title":"Single dose radiosurgical treatment of recurrent previously irradiated primary brain tumors and brain metastases: final report of RTOG protocol 90-05","year":2000,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1600,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Radiosurgery; Toxicity; Radiation therapy; Nuclear medicine; Neurotoxicity; Brain tumor; Radiology; Internal medicine; Pathology","authors":[{"name":"Edward Shaw","is_ca":false},{"name":"Charles Scott","is_ca":false},{"name":"Luís Souhami","is_ca":true},{"name":"Robert P. Dinapoli","is_ca":false},{"name":"Robert W. Kline","is_ca":false},{"name":"Jay S. Loeffler","is_ca":false},{"name":"Nancy Farnan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03586557201247988,"gpt":0.3569376460329796,"spread":0.3210720740204998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005600381,0.0007534468,0.001303301,0.0009932469,0.001142534,0.001079389,0.002834411,0.002087985,0.00445351],"category_scores_gemma":[0.002865841,0.0005958056,0.001424443,0.00081289,0.0006270593,0.0003596622,0.001044148,0.001179776,0.002327265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889434,"about_ca_system_score_gemma":0.009032837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122442,"about_ca_topic_score_gemma":0.02605417,"domain_scores_codex":[0.9975353,0.0008357112,0.0004078964,0.0001834059,0.0006750533,0.0003626124],"domain_scores_gemma":[0.9980166,0.0003091927,0.000430283,0.0003600575,0.0004442669,0.0004395969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.117925,0.02710172,0.09574375,0.007497887,0.002750207,0.004375565,0.002170488,0.0265154,0.2235875,0.004467145,0.1670626,0.3208027],"study_design_scores_gemma":[0.0206005,0.0767071,0.4241412,0.0008996166,0.002321574,0.004522621,0.0008153398,0.003685514,0.1255761,0.001563521,0.3388845,0.0002823749],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6290858,0.004960911,0.03162689,0.005272418,0.0007400874,0.132296,0.09072475,0.001323161,0.10397],"genre_scores_gemma":[0.5865963,0.007184059,0.08375309,0.008169744,0.0005631924,0.08814399,0.1714814,0.0007567572,0.05335148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122442,"threshold_uncertainty_score":0.02961797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974820090","doi":"10.1200/jco.2011.38.0527","title":"Summary Report on the Graded Prognostic Assessment: An Accurate and Facile Diagnosis-Specific Tool to Estimate Survival for Patients With Brain Metastases","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1420,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Karnofsky Performance Status; Lung cancer; Recursive partitioning; Oncology; Internal medicine; Multivariate analysis; Performance status; Brain metastasis; Univariate analysis; Cancer; Univariate; Melanoma; Proportional hazards model; Retrospective cohort study; Metastasis; Multivariate statistics","authors":[{"name":"Paul W. Sperduto","is_ca":false},{"name":"Norbert Kased","is_ca":false},{"name":"David Roberge","is_ca":true},{"name":"Zhiyuan Xu","is_ca":false},{"name":"Ryan Shanley","is_ca":false},{"name":"Xianghua Luo","is_ca":false},{"name":"Penny K. Sneed","is_ca":false},{"name":"Samuel T. Chao","is_ca":false},{"name":"Robert J. Weil","is_ca":false},{"name":"John H. Suh","is_ca":false},{"name":"Amit Bhatt","is_ca":false},{"name":"Ashley W. Jensen","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Helen A. Shih","is_ca":false},{"name":"John P. Kirkpatrick","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"John B. Fiveash","is_ca":false},{"name":"Veronica Chiang","is_ca":false},{"name":"Jonathan Knisely","is_ca":false},{"name":"Christina Maria Sperduto","is_ca":false},{"name":"Nancy U. Lin","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2187776587296088,"gpt":0.4748473178935615,"spread":0.2560696591639527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003652429,0.0009775884,0.0005752731,0.002636471,0.0002185975,0.001403025,0.001025969,0.0007404626,0.007276439],"category_scores_gemma":[0.01353301,0.000240466,0.0005803945,0.001783817,0.0002423664,0.0009866365,0.0006531955,0.0009092136,0.005187707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007190316,"about_ca_system_score_gemma":0.002086259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987627,"about_ca_topic_score_gemma":0.002164079,"domain_scores_codex":[0.9982684,0.000428845,0.0003476382,0.0001438996,0.0007191419,0.000092088],"domain_scores_gemma":[0.9875264,0.002335704,0.001704426,0.0006412888,0.007194224,0.0005979498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005039322,0.0001046604,0.03964622,0.001499187,0.0002351374,0.0002446179,0.00005693717,0.00100991,0.001009287,0.0008417796,0.6220488,0.3327996],"study_design_scores_gemma":[0.0002606193,0.000817459,0.1285519,0.002550439,0.0007533989,0.001768448,0.0001477579,0.001960242,0.004633133,0.001145322,0.8573163,0.00009490782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07938715,0.1905333,0.122738,0.07220931,0.05716674,0.004861068,0.3000892,0.005120021,0.1678953],"genre_scores_gemma":[0.3118316,0.1345144,0.09600002,0.01126878,0.03221839,0.005059305,0.3437315,0.001437893,0.06393813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007276439,"threshold_uncertainty_score":0.02434212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073662365","doi":"10.1016/j.ijrobp.2009.04.093","title":"Radiation Dose–Volume Effects in the Heart","year":2010,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1225,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Toxicity; Medicine; Incidence (geometry); Radiosurgery; Radiation therapy; Adverse effect; Nuclear medicine; Brain size; Dose fractionation; Therapeutic index; Late effect; Internal medicine; Magnetic resonance imaging; Radiology; Pharmacology","authors":[{"name":"Giovanna Gagliardi","is_ca":false},{"name":"Louis S. Constine","is_ca":false},{"name":"Vitali Moiseenko","is_ca":true},{"name":"Candace R. Correa","is_ca":false},{"name":"Lori J. Pierce","is_ca":false},{"name":"Aaron M. Allen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0314244710372466,"gpt":0.3833119919463615,"spread":0.3518875209091148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000664976,0.0009430193,0.00252214,0.001949484,0.0002342524,0.0008597353,0.001303184,0.001290331,0.003231058],"category_scores_gemma":[0.001099744,0.0004931418,0.0007216003,0.002223627,0.0006991856,0.0009871334,0.0006088692,0.00133234,0.001468527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007572406,"about_ca_system_score_gemma":0.0009392733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002172366,"about_ca_topic_score_gemma":0.003283969,"domain_scores_codex":[0.9997569,0.00004730562,0.00003077604,0.00005346741,0.0000956486,0.00001591315],"domain_scores_gemma":[0.999343,0.000439108,0.00009338737,0.00001537494,0.00008963681,0.00001953604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009016629,0.00006379568,0.0003825257,0.01857978,0.0002254726,0.0002179515,0.00004905418,0.001164767,0.001897621,0.002143928,0.01520127,0.9599838],"study_design_scores_gemma":[0.00006031046,0.0002943936,0.005014061,0.007494947,0.0007366399,0.00568017,0.0001164363,0.0004493489,0.002356548,0.004943183,0.9727767,0.00007734842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001059464,0.9992286,0.0001021785,0.00007791972,0.00006955198,0.000002005861,0.000007036657,0.000003454755,0.0004032984],"genre_scores_gemma":[0.0009074361,0.9983951,0.000128204,0.0001039475,0.0001406173,0.00000293409,0.00001272994,0.000001856107,0.0003071038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003231058,"threshold_uncertainty_score":0.01080894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2726463501","doi":"10.1016/s1470-2045(17)30441-2","title":"Postoperative stereotactic radiosurgery compared with whole brain radiotherapy for resected metastatic brain disease (NCCTG N107C/CEC·3): a multicentre, randomised, controlled, phase 3 trial","year":2017,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1192,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Notre-Dame; Juravinski Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Radiosurgery; Brain metastasis; Radiation therapy; Clinical endpoint; Randomized controlled trial; Surgery; Metastasis; Internal medicine; Cancer","authors":[{"name":"Paul D. Brown","is_ca":false},{"name":"Karla V. Ballman","is_ca":false},{"name":"Jane H. Cerhan","is_ca":false},{"name":"S. Keith Anderson","is_ca":false},{"name":"Xiomara W. Carrero","is_ca":false},{"name":"Anthony Whitton","is_ca":true},{"name":"Jeffrey Greenspoon","is_ca":true},{"name":"Ian F. Parney","is_ca":false},{"name":"Nadia N. Laack","is_ca":false},{"name":"Jonathan B. Ashman","is_ca":false},{"name":"Jean-Paul Bahary","is_ca":true},{"name":"Costas G. Hadjipanayis","is_ca":false},{"name":"James J. Urbanic","is_ca":false},{"name":"Fred G. Barker","is_ca":false},{"name":"Elana Farace","is_ca":false},{"name":"Deepak Khuntia","is_ca":false},{"name":"Caterina Giannini","is_ca":false},{"name":"Jan C. Buckner","is_ca":false},{"name":"Evanthia Galanis","is_ca":false},{"name":"David Roberge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08135849473403658,"gpt":0.4090925863100155,"spread":0.327734091575979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00145039,0.002191272,0.003377866,0.0003683604,0.0004671069,0.001093431,0.001162012,0.001759903,0.006652825],"category_scores_gemma":[0.001509394,0.0005646629,0.002916686,0.0005354653,0.001448624,0.0009576948,0.0004384178,0.003799426,0.001313851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008985,"about_ca_system_score_gemma":0.00125544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879843,"about_ca_topic_score_gemma":0.005705737,"domain_scores_codex":[0.9993395,0.0003483911,0.00003518451,0.0001210978,0.00005653568,0.00009929042],"domain_scores_gemma":[0.9993112,0.0002066551,0.0001836034,0.00006563017,0.0000420324,0.0001909338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9850204,0.001945719,0.0002003337,0.0006218129,0.001067093,0.00001777137,0.00003457673,0.0002811853,0.001049467,0.00009574542,0.0008881849,0.008777719],"study_design_scores_gemma":[0.9567367,0.04065562,0.001009167,0.00004178341,0.0005714501,0.00002180908,0.00001954584,0.0002687736,0.0001706005,0.0001407232,0.0003500289,0.00001381448],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837539,0.006725391,0.000896632,0.0009343649,0.001061448,0.002802262,0.001214529,0.0001936458,0.002417978],"genre_scores_gemma":[0.9814525,0.004598213,0.001706475,0.001479801,0.0005578807,0.003582129,0.001472092,0.00006137749,0.005089514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006652825,"threshold_uncertainty_score":0.02225596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141604895","doi":"10.1200/jco.2014.57.2909","title":"Preservation of Memory With Conformal Avoidance of the Hippocampal Neural Stem-Cell Compartment During Whole-Brain Radiotherapy for Brain Metastases (RTOG 0933): A Phase II Multi-Institutional Trial","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Saskatchewan Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Hippocampal formation; Compartment (ship); Whole brain radiotherapy; Radiation therapy; Neural stem cell; Internal medicine; Stem cell; Brain metastasis; Cancer; Metastasis; Biology","authors":[{"name":"Vinai Gondi","is_ca":false},{"name":"Stephanie L. Pugh","is_ca":false},{"name":"Wolfgang A. Tomé","is_ca":false},{"name":"Chip Caine","is_ca":false},{"name":"B. Corn","is_ca":false},{"name":"Andrew A. Kanner","is_ca":false},{"name":"Howard A. Rowley","is_ca":false},{"name":"Vijayananda Kundapur","is_ca":true},{"name":"Albert S. DeNittis","is_ca":false},{"name":"Jeffrey Greenspoon","is_ca":true},{"name":"André Konski","is_ca":false},{"name":"Glenn Bauman","is_ca":false},{"name":"Sunjay Shah","is_ca":false},{"name":"Wenyin Shi","is_ca":false},{"name":"Merideth M Wendland","is_ca":false},{"name":"Lisa A. Kachnic","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1231112028158909,"gpt":0.4379247600735918,"spread":0.3148135572577009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597615,0.001374455,0.001227776,0.0003370588,0.0004335057,0.000704998,0.0007722942,0.0008979278,0.0017541],"category_scores_gemma":[0.000835489,0.0003787809,0.001517951,0.0005418962,0.0008207103,0.0005173881,0.0002840512,0.001939655,0.0004127228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007061627,"about_ca_system_score_gemma":0.001633667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383554,"about_ca_topic_score_gemma":0.002452692,"domain_scores_codex":[0.9996057,0.000217252,0.00002622495,0.00005610713,0.00003278082,0.00006201657],"domain_scores_gemma":[0.9995165,0.00008275059,0.0001738066,0.00007044463,0.00002791404,0.0001286544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8604203,0.04360201,0.01192558,0.0008513583,0.001812137,0.0001516865,0.0002989486,0.002035246,0.01584447,0.0002139586,0.001343865,0.06150036],"study_design_scores_gemma":[0.5365881,0.4447986,0.01331911,0.00004651228,0.0006491979,0.0001893649,0.00004810885,0.0008724002,0.002576557,0.0001265404,0.0007584234,0.00002717896],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975883,0.0005576541,0.0002208972,0.00009277002,0.00002659501,0.0009995374,0.0002308853,0.00002550215,0.0002578425],"genre_scores_gemma":[0.9952159,0.0009180121,0.0007770483,0.0002683543,0.00007837005,0.001836974,0.0004516018,0.00001044746,0.0004431824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0017541,"threshold_uncertainty_score":0.008449078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145376545","doi":"10.1016/s1470-2045(15)70057-4","title":"Response assessment criteria for brain metastases: proposal from the RANO group","year":2015,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1088,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Queen's University; London Health Sciences Centre; Ontario Institute for Cancer Research","funders":"Breast Cancer Research Foundation","keywords":"Group (periodic table); Computer science; Medicine; Medical physics; Psychology; Physics","authors":[{"name":"Nancy U. Lin","is_ca":false},{"name":"Eudocia Q. Lee","is_ca":false},{"name":"Hidefumi Aoyama","is_ca":false},{"name":"Igor J. Barani","is_ca":false},{"name":"Daniel P. Barboriak","is_ca":false},{"name":"Brigitta G. Baumert","is_ca":false},{"name":"Martin Bendszus","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"D. Ross Camidge","is_ca":false},{"name":"Susan M. Chang","is_ca":false},{"name":"Janet Dancey","is_ca":true},{"name":"Elisabeth G.E. de Vries","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Gordon J. Harris","is_ca":false},{"name":"F. Stephen Hodi","is_ca":false},{"name":"Steven N. Kalkanis","is_ca":false},{"name":"Mark E. Linskey","is_ca":false},{"name":"David Macdonald","is_ca":true},{"name":"Kim Margolin","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"David Schiff","is_ca":false},{"name":"Riccardo Soffietti","is_ca":false},{"name":"John H. Suh","is_ca":false},{"name":"Martin J. van den Bent","is_ca":false},{"name":"Michael A. Vogelbaum","is_ca":false},{"name":"Patrick Y. Wen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2039613437360562,"gpt":0.5016602951475275,"spread":0.2976989514114713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02108623,0.001578375,0.007723272,0.00330447,0.0005276484,0.002593846,0.004500144,0.00345763,0.002536276],"category_scores_gemma":[0.02187469,0.0005228943,0.006902266,0.002505857,0.001460691,0.002436247,0.002217249,0.007651092,0.001327561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005133356,"about_ca_system_score_gemma":0.006837597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005753042,"about_ca_topic_score_gemma":0.00777157,"domain_scores_codex":[0.9933129,0.003075184,0.001645509,0.0004784248,0.001197424,0.0002906779],"domain_scores_gemma":[0.9860663,0.009570378,0.00132665,0.0002492268,0.002494764,0.0002927058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001907303,0.0001239964,0.001287775,0.06265285,0.002376577,0.0001624897,0.0003117055,0.00146648,0.0009376156,0.01482413,0.08362829,0.8303208],"study_design_scores_gemma":[0.004314798,0.001017982,0.01027928,0.119661,0.01144883,0.001293923,0.0003723288,0.002034149,0.001257759,0.02336602,0.82464,0.0003141483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0006224182,0.9772564,0.002883607,0.01396274,0.002064621,0.0005263257,0.0005911437,0.000051119,0.002041569],"genre_scores_gemma":[0.02215049,0.9080924,0.02752312,0.02968675,0.003462141,0.003914141,0.002230095,0.0001101316,0.002830744],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02108623,"threshold_uncertainty_score":0.111516,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2123101598","doi":"10.1016/j.ijrobp.2009.08.025","title":"Diagnosis-Specific Prognostic Factors, Indexes, and Treatment Outcomes for Patients With Newly Diagnosed Brain Metastases: A Multi-Institutional Analysis of 4,259 Patients","year":2009,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":985,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Multivariate analysis; Performance status; Renal cell carcinoma; Brain metastasis; Oncology; Univariate analysis; Lung cancer; Cancer; Breast cancer; Prognostic variable; Retrospective cohort study; Melanoma; Metastasis","authors":[{"name":"Paul W. Sperduto","is_ca":false},{"name":"Samuel T. Chao","is_ca":false},{"name":"Penny K. Sneed","is_ca":false},{"name":"Xianghua Luo","is_ca":false},{"name":"John H. Suh","is_ca":false},{"name":"David Roberge","is_ca":true},{"name":"Amit Bhatt","is_ca":false},{"name":"Ashley W. Jensen","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Helen A. Shih","is_ca":false},{"name":"John P. Kirkpatrick","is_ca":false},{"name":"Amanda Schwer","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"John B. Fiveash","is_ca":false},{"name":"Veronica Chiang","is_ca":false},{"name":"Jonathan Knisely","is_ca":false},{"name":"Christina Maria Sperduto","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02690426913393816,"gpt":0.3244336766823516,"spread":0.2975294075484134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004129321,0.0003050414,0.0006197666,0.0008951767,0.0006151177,0.0006012394,0.0004060963,0.0003738111,0.001023087],"category_scores_gemma":[0.00155149,0.0003545111,0.0006381269,0.001472631,0.0003223483,0.0005229062,0.0004794773,0.0003940227,0.0001552366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005001976,"about_ca_system_score_gemma":0.0004599916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451361,"about_ca_topic_score_gemma":0.005672839,"domain_scores_codex":[0.9996644,0.00006101473,0.00004168652,0.0001046593,0.00005206811,0.00007613469],"domain_scores_gemma":[0.9988531,0.0002886211,0.0004834365,0.00009730188,0.00007910851,0.0001984271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002169791,0.00002720184,0.9986632,0.000003909106,0.00005832304,0.00008774768,0.00003710545,0.00008255979,0.0001858926,0.000008159556,0.00005053097,0.0005783708],"study_design_scores_gemma":[0.0000224588,0.0001107077,0.9986512,0.000002231216,0.00006879395,0.0004749198,0.0001436685,0.0002843688,0.0001054914,0.00001950625,0.0001093814,0.00000720442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993613,0.00009707113,0.00004987505,0.00001355386,0.000002263595,0.00000353058,0.0003609357,0.000001927127,0.0001095671],"genre_scores_gemma":[0.9990085,0.00005476181,0.00004349535,0.00001011348,0.000007940682,0.000005353354,0.0008069515,0.000001690472,0.00006123925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005451361,"threshold_uncertainty_score":0.01083922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005704292","doi":"10.1200/jco.19.02767","title":"Hippocampal Avoidance During Whole-Brain Radiotherapy Plus Memantine for Patients With Brain Metastases: Phase III Trial NRG Oncology CC001","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":830,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saskatchewan Cancer Agency; Hôtel-Dieu de Montréal","funders":"Takeda Oncology; Astellas Pharma; National Cancer Institute; Novocure; NRG Oncology; Regeneron Pharmaceuticals; Celgene; Pfizer","keywords":"Medicine; Memantine; Oncology; Whole brain radiotherapy; Internal medicine; Radiation therapy; Glioblastoma; Radiation oncology; Hippocampal formation; Brain metastasis; Cancer; Dementia; Metastasis; Disease","authors":[{"name":"Paul D. Brown","is_ca":false},{"name":"Vinai Gondi","is_ca":false},{"name":"Stephanie L. Pugh","is_ca":false},{"name":"Wolfgang A. Tomé","is_ca":false},{"name":"Jeffrey S. Wefel","is_ca":false},{"name":"Terri S. Armstrong","is_ca":false},{"name":"Joseph Bovi","is_ca":false},{"name":"Clifford G. Robinson","is_ca":false},{"name":"André Konski","is_ca":false},{"name":"Deepak Khuntia","is_ca":false},{"name":"David R. Grosshans","is_ca":false},{"name":"Tammie L.S. Benzinger","is_ca":false},{"name":"Deborah Watkins Bruner","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false},{"name":"David Roberge","is_ca":true},{"name":"Vijayananda Kundapur","is_ca":true},{"name":"Kiran Devisetty","is_ca":false},{"name":"Sunjay Shah","is_ca":false},{"name":"Kenneth Y. Usuki","is_ca":false},{"name":"Bethany Anderson","is_ca":false},{"name":"Baldassarre Stea","is_ca":false},{"name":"Harold Yoon","is_ca":false},{"name":"Jing Li","is_ca":false},{"name":"Nadia N. Laack","is_ca":false},{"name":"Tim J. Kruser","is_ca":false},{"name":"Steven J. Chmura","is_ca":false},{"name":"Wenyin Shi","is_ca":false},{"name":"Snehal Deshmukh","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Lisa A. Kachnic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1010459882487857,"gpt":0.4584996548227837,"spread":0.357453666573998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517566,0.001179035,0.001078068,0.0002727438,0.0003066197,0.0005682286,0.0007697396,0.0008210048,0.005311583],"category_scores_gemma":[0.000665272,0.0002392129,0.0009093735,0.0002890903,0.0005192945,0.0003972529,0.0002107492,0.001722676,0.0008600967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007131681,"about_ca_system_score_gemma":0.001390174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152884,"about_ca_topic_score_gemma":0.005560599,"domain_scores_codex":[0.9998783,0.00005189714,0.000005822576,0.00002314522,0.00001334741,0.00002751037],"domain_scores_gemma":[0.9996986,0.00005121595,0.0000864879,0.00002233596,0.0000165237,0.0001247775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7553096,0.03091502,0.006790305,0.001599645,0.001585331,0.0002344069,0.0002341097,0.002469917,0.02268413,0.0005468614,0.01069811,0.1669325],"study_design_scores_gemma":[0.7288314,0.2541371,0.01010949,0.00009419866,0.000465812,0.0002386698,0.00005148946,0.001040701,0.001716895,0.0002968708,0.002986316,0.0000311886],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991582,0.002586432,0.0003065197,0.0004659581,0.0001251107,0.001458388,0.0009810576,0.0001130743,0.002381511],"genre_scores_gemma":[0.9854294,0.00264329,0.001217478,0.001344387,0.0002097559,0.002903925,0.001837434,0.0000292259,0.004384976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005311583,"threshold_uncertainty_score":0.01776898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200190043","doi":"10.1200/jco.21.02314","title":"Treatment for Brain Metastases: ASCO-SNO-ASTRO Guideline","year":2021,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":798,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Erasmus Universiteit Rotterdam; American Society of Clinical Oncology","keywords":"Medicine; Radiosurgery; Asymptomatic; Systemic therapy; Guideline; Radiation therapy; Lung cancer; Brain metastasis; Cancer; Oncology; Surgery; Breast cancer; Radiology; Internal medicine; Metastasis; Pathology","authors":[{"name":"Michael A. Vogelbaum","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Hans Messersmith","is_ca":false},{"name":"Priscilla K. Brastianos","is_ca":false},{"name":"Stuart H. Burri","is_ca":false},{"name":"Daniel P. Cahill","is_ca":false},{"name":"Ian F. Dunn","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Na Tosha Gatson","is_ca":false},{"name":"Vinai Gondi","is_ca":false},{"name":"Justin T. Jordan","is_ca":false},{"name":"Andrew B. Lassman","is_ca":false},{"name":"Julia Maués","is_ca":false},{"name":"Nimish Mohile","is_ca":false},{"name":"Navid Redjal","is_ca":false},{"name":"Glen Stevens","is_ca":false},{"name":"Erik P. Sulman","is_ca":false},{"name":"Martin J. van den Bent","is_ca":false},{"name":"H. James Wallace","is_ca":false},{"name":"Jeffrey S. Weinberg","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true},{"name":"David Schiff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4161249837550635,"gpt":0.6143550303667267,"spread":0.1982300466116632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004024527,0.001466827,0.001904342,0.003017565,0.0009501124,0.001886143,0.005120249,0.006963921,0.00803304],"category_scores_gemma":[0.01000991,0.0005844994,0.003020717,0.003005376,0.0006760983,0.001746108,0.001851673,0.004243537,0.007049021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004632866,"about_ca_system_score_gemma":0.01404008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181916,"about_ca_topic_score_gemma":0.03877052,"domain_scores_codex":[0.9968151,0.00107043,0.0008599177,0.0001914391,0.000818547,0.0002445095],"domain_scores_gemma":[0.9947803,0.0009129922,0.0009818483,0.0001186367,0.0026093,0.0005968698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000668457,0.0000659611,0.0008341916,0.006257532,0.0001346901,0.0001764879,0.0000787185,0.0006765453,0.0003002418,0.002099885,0.9091043,0.08020469],"study_design_scores_gemma":[0.0003752973,0.0001112198,0.003734706,0.04292975,0.0004753319,0.0008243131,0.00009214984,0.0007433755,0.0002317473,0.006055851,0.9443739,0.00005240759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005152078,0.3431744,0.01816414,0.3797221,0.0189846,0.01090185,0.04797279,0.00143879,0.1744893],"genre_scores_gemma":[0.02447952,0.3796305,0.09778913,0.3083106,0.01072745,0.01713905,0.09973077,0.0006571764,0.0615358],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02181916,"threshold_uncertainty_score":0.04338437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019546741","doi":"10.1016/j.radonc.2020.04.003","title":"Defining oligometastatic disease from a radiation oncology perspective: An ESTRO-ASTRO consensus document","year":2020,"lang":"en","type":"review","venue":"Radiotherapy and Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":655,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Radiation oncology; Medical physics; Perspective (graphical); Medicine; Oncology; Internal medicine; Radiation therapy; Computer science; Artificial intelligence","authors":[{"name":"Yolande Lievens","is_ca":false},{"name":"Matthias Gückenberger","is_ca":false},{"name":"Daniel R. Gomez","is_ca":false},{"name":"Morten Høyer","is_ca":false},{"name":"Puneeth Iyengar","is_ca":false},{"name":"I. Kindts","is_ca":false},{"name":"Alejandra Romero","is_ca":false},{"name":"Daan Nevens","is_ca":false},{"name":"David A. Palma","is_ca":true},{"name":"Catherine Park","is_ca":false},{"name":"Umberto Ricardi","is_ca":false},{"name":"Marta Scorsetti","is_ca":false},{"name":"James B. Yu","is_ca":false},{"name":"Wendy A. Woodward","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03393404460748029,"gpt":0.4055848656988886,"spread":0.3716508210914083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09962802,0.002012279,0.005337245,0.0143769,0.001753538,0.005248415,0.009212799,0.01009105,0.001789748],"category_scores_gemma":[0.07436979,0.001072253,0.007240613,0.007705649,0.003428375,0.004848213,0.007917042,0.007344463,0.001752113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007612743,"about_ca_system_score_gemma":0.03865124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006248921,"about_ca_topic_score_gemma":0.006082395,"domain_scores_codex":[0.9574128,0.01261623,0.0192544,0.002044959,0.007073081,0.001598449],"domain_scores_gemma":[0.9129179,0.04119788,0.009210063,0.002261883,0.02959998,0.004812349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007041136,0.0002333834,0.007265387,0.1326662,0.001513744,0.001483081,0.00431678,0.002870636,0.003908388,0.02750917,0.2971322,0.5203969],"study_design_scores_gemma":[0.0002380204,0.0002587936,0.006269309,0.2881175,0.002461047,0.003049189,0.002862016,0.0009416904,0.001476423,0.01620308,0.6779196,0.0002033216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003973426,0.7470107,0.01723082,0.203242,0.01663756,0.001990925,0.00208064,0.0001712596,0.007662633],"genre_scores_gemma":[0.05911448,0.6857688,0.1256511,0.09988725,0.009758328,0.0069562,0.007731474,0.0002914206,0.004840887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09962802,"threshold_uncertainty_score":0.5268897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162887147","doi":"10.1016/j.prro.2011.12.004","title":"Radiotherapeutic and surgical management for newly diagnosed brain metastasis(es): An American Society for Radiation Oncology evidence-based guideline","year":2012,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":590,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Princess Margaret Cancer Centre; University of Toronto","funders":"Ohio Cancer Research; Ohio Cancer Research Associates; Genentech; Amgen","keywords":"Medicine; Radiosurgery; Brain metastasis; Guideline; Radiation therapy; Metastasis; Neurocognitive; Radiology; Surgery; Internal medicine; Cancer; Pathology; Cognition","authors":[{"name":"May Tsao","is_ca":true},{"name":"Dirk Rades","is_ca":false},{"name":"Andrew Wirth","is_ca":false},{"name":"Simon S. Lo","is_ca":false},{"name":"Brita Danielson","is_ca":true},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Paul W. Sperduto","is_ca":false},{"name":"Michael A. Vogelbaum","is_ca":false},{"name":"Jeffrey D. Radawski","is_ca":false},{"name":"Jian Z. Wang","is_ca":false},{"name":"Michael T. Gillin","is_ca":false},{"name":"Najeeb Mohideen","is_ca":false},{"name":"Carol A. Hahn","is_ca":false},{"name":"Eric L. Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1063267190907653,"gpt":0.4725621442370065,"spread":0.3662354251462412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003375905,0.001337131,0.002713448,0.002936649,0.00110451,0.001220714,0.003995886,0.005887105,0.002355194],"category_scores_gemma":[0.008271222,0.0008163747,0.003759756,0.002320259,0.0006368734,0.001095895,0.001027666,0.005485897,0.001664916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002817985,"about_ca_system_score_gemma":0.008281195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02569732,"about_ca_topic_score_gemma":0.07803629,"domain_scores_codex":[0.9973899,0.0005852829,0.000854089,0.0001195515,0.000929966,0.0001212564],"domain_scores_gemma":[0.9931826,0.001704983,0.001316853,0.0001181599,0.003233807,0.0004437218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001772812,0.0003817181,0.00511098,0.01031548,0.001202498,0.0009953429,0.0001875189,0.003729973,0.001645276,0.003060646,0.7185097,0.2546836],"study_design_scores_gemma":[0.001162435,0.0003103932,0.03275802,0.05773581,0.004576653,0.004184201,0.0003655407,0.006229161,0.002048157,0.008430462,0.8819762,0.000222945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01131711,0.539107,0.05930727,0.2307532,0.01792499,0.007601089,0.01720308,0.001492798,0.1152935],"genre_scores_gemma":[0.07654542,0.4894349,0.2694128,0.0880992,0.008292804,0.006316449,0.02675023,0.0003374309,0.03481076],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02569732,"threshold_uncertainty_score":0.05109549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170736348","doi":"10.1200/jco.2004.05.128","title":"Neurocognitive Function and Progression in Patients With Brain Metastases Treated With Whole-Brain Radiation and Motexafin Gadolinium: Results of a Randomized Phase III Trial","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":587,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Center for Research Resources; Pharmacyclics","keywords":"Neurocognitive; Medicine; Lung cancer; Randomized controlled trial; Internal medicine; Brain tumor; Radiation therapy; Oncology; Cognition; Pathology; Psychiatry","authors":[{"name":"Christina A. Meyers","is_ca":true},{"name":"Jennifer A. Smith","is_ca":true},{"name":"Andrea Bezjak","is_ca":true},{"name":"Minesh P. Mehta","is_ca":true},{"name":"James Liebmann","is_ca":true},{"name":"Tim Illidge","is_ca":true},{"name":"Ian Kunkler","is_ca":true},{"name":"J. Caudrelier","is_ca":true},{"name":"Peter D. Eisenberg","is_ca":true},{"name":"J.H. Meerwaldt","is_ca":true},{"name":"Ross Siemers","is_ca":true},{"name":"C. Carrié","is_ca":true},{"name":"Laurie E. Gaspar","is_ca":true},{"name":"Walter J. Curran","is_ca":true},{"name":"S. Phan","is_ca":true},{"name":"Richard Miller","is_ca":true},{"name":"Markus F. Renschler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04990121165153473,"gpt":0.4145447004232671,"spread":0.3646434887717324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002196622,0.001334802,0.002056849,0.0002811615,0.0004121867,0.0009147213,0.0007863509,0.001138303,0.00205781],"category_scores_gemma":[0.001808248,0.0004376153,0.001809752,0.0003407006,0.0008525789,0.0006244057,0.0002779862,0.002264415,0.0004183115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008591241,"about_ca_system_score_gemma":0.001474085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100289,"about_ca_topic_score_gemma":0.002274965,"domain_scores_codex":[0.9993437,0.0003842591,0.0000428095,0.00009213736,0.00005538397,0.00008175305],"domain_scores_gemma":[0.9987674,0.0003274195,0.0003449276,0.0000794204,0.00006875439,0.0004122169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9657006,0.0107244,0.004044994,0.0002861355,0.001104256,0.00004082191,0.00006149516,0.0003713761,0.002798282,0.00003728518,0.0005690217,0.01426151],"study_design_scores_gemma":[0.8764246,0.1147433,0.007024976,0.0000223062,0.0005135564,0.00004476466,0.00001584493,0.0004241361,0.0004662563,0.00006454354,0.0002434812,0.00001226644],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967585,0.001311658,0.0001512108,0.0002773734,0.00009528211,0.0008056859,0.0002446213,0.00002300084,0.000332683],"genre_scores_gemma":[0.9943388,0.001104376,0.0006067391,0.0005713648,0.0002186983,0.001801623,0.0007433558,0.000009717675,0.0006053817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196622,"threshold_uncertainty_score":0.011617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081227971","doi":"10.1371/journal.pone.0085448","title":"Integrated Genomic and Epigenomic Analysis of Breast Cancer Brain Metastasis","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":558,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research; National Institutes of Health; University of Toronto; CancerCare Manitoba Foundation","keywords":"DNA methylation; Breast cancer; Epigenomics; Brain metastasis; Metastasis; Cancer research; Epigenetics; Methylation; Biology; Metastatic breast cancer; Cancer; Oncology; Medicine; Internal medicine; Gene expression; Gene; Genetics","authors":[{"name":"Bodour Salhia","is_ca":false},{"name":"Jeffrey Kiefer","is_ca":false},{"name":"Julianna T.D. Ross","is_ca":false},{"name":"Raghu Metapally","is_ca":false},{"name":"Rae Anne Martinez","is_ca":false},{"name":"Kyle N. Johnson","is_ca":false},{"name":"Danielle M. DiPerna","is_ca":false},{"name":"Kimberly Paquette","is_ca":false},{"name":"Sungwon Jung","is_ca":false},{"name":"Sara Nasser","is_ca":false},{"name":"Garrick Wallstrom","is_ca":false},{"name":"Waibhav Tembe","is_ca":false},{"name":"Angela Baker","is_ca":false},{"name":"John D. Carpten","is_ca":false},{"name":"Jim Resau","is_ca":false},{"name":"Timothy C. Ryken","is_ca":false},{"name":"Zita A. Sibenaller","is_ca":false},{"name":"Emanuel F. Petricoin","is_ca":false},{"name":"Lance A. Liotta","is_ca":false},{"name":"Ramesh K. Ramanathan","is_ca":false},{"name":"Michael E. Berens","is_ca":false},{"name":"Nhan L. Tran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03558562709529144,"gpt":0.2578199041765665,"spread":0.2222342770812751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213275,0.000204987,0.0003501429,0.001018206,0.0001516644,0.0003043471,0.0001693474,0.000182535,0.0008084972],"category_scores_gemma":[0.0005891484,0.0001177302,0.0002786126,0.001050476,0.00009275726,0.0001159459,0.0004318976,0.000265517,0.0001651262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990256,"about_ca_system_score_gemma":0.0002470418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002358644,"about_ca_topic_score_gemma":0.005669838,"domain_scores_codex":[0.9998258,0.0000238332,0.000009058132,0.00006484365,0.00004201363,0.00003459865],"domain_scores_gemma":[0.9997622,0.00005698168,0.0000672279,0.00002443335,0.00005555161,0.00003355241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009981575,0.00009367254,0.3573703,0.0006440363,0.001134966,0.001078245,0.0003322799,0.005562131,0.5382693,0.000848599,0.003570416,0.09009791],"study_design_scores_gemma":[0.00002763538,0.0002048096,0.9438443,0.00003465298,0.0005241846,0.00165507,0.0002593618,0.01093981,0.03123033,0.001218936,0.01003479,0.00002614814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758449,0.002667596,0.005921294,0.0001885413,0.00001272197,0.00002347443,0.01389243,0.000185487,0.001263527],"genre_scores_gemma":[0.9732015,0.000968068,0.006783914,0.0001501602,0.00001529651,0.00004951039,0.01795072,0.00004326663,0.0008376188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002358644,"threshold_uncertainty_score":0.004689753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007679475","doi":"10.1038/s41571-019-0320-3","title":"Current approaches to the management of brain metastases","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Disease; Brain metastasis; Neuroimaging; Intensive care medicine; Radiation therapy; Lung cancer; Clinical trial; Cancer; Breast cancer; Oncology; Metastasis; Internal medicine; Psychiatry","authors":[{"name":"John H. Suh","is_ca":false},{"name":"Rupesh Kotecha","is_ca":false},{"name":"Samuel T. Chao","is_ca":false},{"name":"Manmeet S. Ahluwalia","is_ca":false},{"name":"Arjun Sahgal","is_ca":true},{"name":"Eric L. Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5357107495680552,"gpt":0.5524210198591318,"spread":0.01671027029107663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008285184,0.001009943,0.001672418,0.001937292,0.0002668206,0.001317385,0.001183281,0.001310205,0.005887161],"category_scores_gemma":[0.001479545,0.0002439712,0.0007060196,0.001586251,0.0006243992,0.001350168,0.0009226855,0.002480508,0.002320791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008132748,"about_ca_system_score_gemma":0.001406057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734284,"about_ca_topic_score_gemma":0.004873155,"domain_scores_codex":[0.9997362,0.00006003163,0.00003284452,0.00004018052,0.0001006816,0.00002995146],"domain_scores_gemma":[0.9994121,0.0003350317,0.00007656088,0.00001419924,0.0001125129,0.00004960184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009364182,0.00005035182,0.00007896028,0.01419867,0.00007297146,0.0000963023,0.00002434848,0.0004720307,0.0006873288,0.002367641,0.02756922,0.9542886],"study_design_scores_gemma":[0.00006627916,0.0001526739,0.0006357676,0.009532924,0.0002344243,0.00084201,0.00004641589,0.0001692075,0.000258719,0.00332657,0.984711,0.0000240235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003960945,0.9985556,0.0001149562,0.000369514,0.0001970647,0.000004488182,0.00001244024,0.000007180862,0.00069906],"genre_scores_gemma":[0.0003181328,0.9986656,0.0001469627,0.000318086,0.0002280302,0.000005852233,0.00002207527,0.000001282599,0.0002940015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005887161,"threshold_uncertainty_score":0.01969451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030461309","doi":"10.1200/jco.20.00775","title":"Intracranial Efficacy and Survival With Tucatinib Plus Trastuzumab and Capecitabine for Previously Treated HER2-Positive Breast Cancer With Brain Metastases in the HER2CLIMB Trial","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":549,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre; University Health Network","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Medicine; Capecitabine; Hazard ratio; Internal medicine; Breast cancer; Gastroenterology; Trastuzumab; Oncology; Cancer; Confidence interval; Colorectal cancer","authors":[{"name":"Nancy U. Lin","is_ca":false},{"name":"Virginia F. Borges","is_ca":false},{"name":"Carey K. Anders","is_ca":false},{"name":"Rashmi K. Murthy","is_ca":false},{"name":"Elisavet Paplomata","is_ca":false},{"name":"Erika Hamilton","is_ca":false},{"name":"Sara A. Hurvitz","is_ca":false},{"name":"Sherene Loi","is_ca":false},{"name":"Alicia Okines","is_ca":false},{"name":"Vandana G. Abramson","is_ca":false},{"name":"Philippe L. Bédard","is_ca":true},{"name":"Mafalda Oliveira","is_ca":false},{"name":"Volkmar Müller","is_ca":false},{"name":"Amelia Zelnak","is_ca":false},{"name":"Michael P. DiGiovanna","is_ca":false},{"name":"Thomas Bachelot","is_ca":false},{"name":"A. Jo Chien","is_ca":false},{"name":"Ruth O’Regan","is_ca":false},{"name":"Andrew Wardley","is_ca":false},{"name":"Alison Conlin","is_ca":false},{"name":"David Cameron","is_ca":false},{"name":"Lisa A. Carey","is_ca":false},{"name":"Giuseppe Curigliano","is_ca":false},{"name":"Karen A. Gelmon","is_ca":true},{"name":"Sibylle Loibl","is_ca":false},{"name":"JoAl Mayor","is_ca":false},{"name":"Suzanne McGoldrick","is_ca":false},{"name":"Xuebei An","is_ca":false},{"name":"Eric P. Winer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09059561389391593,"gpt":0.4285402940885316,"spread":0.3379446801946157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009415828,0.0005623807,0.001005471,0.0001960067,0.000187385,0.0005848968,0.0003234923,0.0004609889,0.001209798],"category_scores_gemma":[0.0007979558,0.0001592239,0.0008981481,0.0002301224,0.0003347381,0.000294662,0.0002111782,0.001111631,0.0001582541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117381,"about_ca_system_score_gemma":0.0004999209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000873649,"about_ca_topic_score_gemma":0.003384097,"domain_scores_codex":[0.9997116,0.0001644168,0.00001628529,0.00003207714,0.00003390212,0.00004179461],"domain_scores_gemma":[0.9997192,0.0000664988,0.00007395766,0.00001644467,0.00001340972,0.000110329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8760731,0.005196623,0.01815101,0.001102779,0.004055432,0.0002951481,0.0001398378,0.003016707,0.01393537,0.0003248288,0.003338437,0.07437067],"study_design_scores_gemma":[0.6012182,0.244445,0.1310846,0.0002894739,0.004937356,0.0009717438,0.0001210693,0.005200926,0.004711018,0.0006492369,0.006315939,0.00005542971],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947451,0.003530714,0.00009714006,0.0002210057,0.00007342068,0.0001286862,0.0002767751,0.00001818848,0.0009089588],"genre_scores_gemma":[0.9962604,0.001677614,0.000193351,0.0001931375,0.0001685124,0.0001693582,0.0007052816,0.000004516874,0.0006277539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209798,"threshold_uncertainty_score":0.00497967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155014512","doi":"10.1007/s11060-009-0073-4","title":"The role of stereotactic radiosurgery in the management of patients with newly diagnosed brain metastases: a systematic review and evidence-based clinical practice guideline","year":2009,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":515,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Radiosurgery; Brain metastasis; Radiology; Oncology; Internal medicine; Radiation therapy; Cancer; Metastasis","authors":[{"name":"Mark E. Linskey","is_ca":false},{"name":"David W. Andrews","is_ca":false},{"name":"Anthony L. Asher","is_ca":false},{"name":"Stuart H. Burri","is_ca":false},{"name":"Douglas Kondziolka","is_ca":false},{"name":"Paula D. Robinson","is_ca":true},{"name":"Mario Ammirati","is_ca":false},{"name":"Charles Cobbs","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Jay S. Loeffler","is_ca":false},{"name":"Michael McDermott","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Tom Mikkelsen","is_ca":false},{"name":"Jeffrey J. Olson","is_ca":false},{"name":"Nina A. Paleologos","is_ca":false},{"name":"Roy A. Patchell","is_ca":false},{"name":"Timothy C. Ryken","is_ca":false},{"name":"Steven N. Kalkanis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06579164356974287,"gpt":0.413341942140056,"spread":0.3475502985703131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01140638,0.001069699,0.006328385,0.006712769,0.0005595677,0.002468131,0.003579425,0.002735242,0.004123385],"category_scores_gemma":[0.0532527,0.0008829941,0.006483645,0.007318836,0.0008082038,0.00266184,0.001281872,0.001738998,0.000709667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005017554,"about_ca_system_score_gemma":0.01802193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016932,"about_ca_topic_score_gemma":0.05113447,"domain_scores_codex":[0.9919074,0.002456912,0.00350108,0.0005621361,0.00138224,0.0001902097],"domain_scores_gemma":[0.9655775,0.01784757,0.009207016,0.0004268495,0.006354798,0.0005864009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002034066,0.00002545491,0.001518517,0.8286101,0.008097128,0.0001192925,0.0002532262,0.0003064073,0.0002515205,0.0006749078,0.02853958,0.1314005],"study_design_scores_gemma":[0.0004134701,0.0000959541,0.003499616,0.9195208,0.02929496,0.0001998092,0.000168236,0.0002206002,0.000124769,0.0008765579,0.04553919,0.00004599276],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005705789,0.9900625,0.0004335543,0.005471011,0.000580586,0.0007434513,0.001210126,0.00002553947,0.000902625],"genre_scores_gemma":[0.008321376,0.9822349,0.00283744,0.004097608,0.0003169202,0.001080354,0.0007990997,0.00001040692,0.0003019063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.016932,"threshold_uncertainty_score":0.06032342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086164260","doi":"10.1200/jco.20.01255","title":"Survival in Patients With Brain Metastases: Summary Report on the Updated Diagnosis-Specific Graded Prognostic Assessment and Definition of the Eligibility Quotient","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":467,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Toronto; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Medicine; Internal medicine; Oncology; Brain metastasis; Lung cancer; Clinical trial; Overall survival; Cancer; Metastasis","authors":[{"name":"Paul W. Sperduto","is_ca":false},{"name":"Shane Mesko","is_ca":false},{"name":"Jing Li","is_ca":false},{"name":"Daniel Cagney","is_ca":false},{"name":"Ayal A. Aizer","is_ca":false},{"name":"Nancy U. Lin","is_ca":false},{"name":"Eric Nesbit","is_ca":false},{"name":"Tim J. Kruser","is_ca":false},{"name":"Jason W. Chan","is_ca":false},{"name":"Steve Braunstein","is_ca":false},{"name":"Jessica Lee","is_ca":false},{"name":"John P. Kirkpatrick","is_ca":false},{"name":"Will Breen","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Diana D. Shi","is_ca":false},{"name":"Helen A. Shih","is_ca":false},{"name":"Hany Soliman","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Ryan Shanley","is_ca":false},{"name":"William Sperduto","is_ca":false},{"name":"Emil Lou","is_ca":false},{"name":"Ashlyn S. Everett","is_ca":false},{"name":"Drexell H. Boggs","is_ca":false},{"name":"Laura Masucci","is_ca":true},{"name":"David Roberge","is_ca":true},{"name":"Jill Remick","is_ca":false},{"name":"Kristin A. Plichta","is_ca":false},{"name":"John M. Buatti","is_ca":false},{"name":"Supriya Jain","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Cheng–Chia Wu","is_ca":false},{"name":"Tony J. C. Wang","is_ca":false},{"name":"John Bryant","is_ca":false},{"name":"Michael D. Chuong","is_ca":false},{"name":"Yi An","is_ca":false},{"name":"Veronica Chiang","is_ca":false},{"name":"Toshimichi Nakano","is_ca":false},{"name":"Hidefumi Aoyama","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1515115305541976,"gpt":0.4268679492283408,"spread":0.2753564186741433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003126645,0.0004006072,0.0003735391,0.001783074,0.0001123105,0.0005611184,0.0004218959,0.0002467525,0.0004867708],"category_scores_gemma":[0.01101588,0.00005789108,0.0004966275,0.001928572,0.0001945573,0.000653824,0.0006627931,0.000436119,0.0001768485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007246842,"about_ca_system_score_gemma":0.0007486566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004100856,"about_ca_topic_score_gemma":0.00432283,"domain_scores_codex":[0.9991428,0.0002358523,0.0001604229,0.0000930972,0.0003085128,0.00005939323],"domain_scores_gemma":[0.9947386,0.001093174,0.00164125,0.0002627629,0.001952832,0.0003113615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005588902,0.00003433878,0.8147219,0.0003686358,0.0003962278,0.0000640773,0.00008687816,0.002311848,0.0003832815,0.0006701926,0.01527332,0.1651304],"study_design_scores_gemma":[0.00005770939,0.0003446943,0.9737408,0.0002582092,0.0005115566,0.0004967714,0.00009923513,0.00264581,0.000666163,0.0006689495,0.02047106,0.00003906123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8774835,0.03297995,0.01847332,0.004381205,0.0004500562,0.0005963806,0.04673727,0.0003420769,0.01855642],"genre_scores_gemma":[0.9635752,0.005255613,0.005260369,0.0003628796,0.0001831769,0.0002304057,0.02449633,0.00002849512,0.0006075131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004100856,"threshold_uncertainty_score":0.01653552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243716084","doi":"10.1038/s41568-019-0220-y","title":"Brain metastasis","year":2019,"lang":"en","type":"review","venue":"Nature reviews. Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":458,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Brain metastasis; Metastasis; Computer science; Medicine; Internal medicine; Cancer","authors":[{"name":"Adrienne Boire","is_ca":false},{"name":"Priscilla K. Brastianos","is_ca":false},{"name":"Livia Garzia","is_ca":true},{"name":"Manuel Valiente","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1213471728407972,"gpt":0.4762364881108913,"spread":0.3548893152700941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003084066,0.0008780918,0.001139348,0.001594725,0.0004207757,0.001587462,0.0009088715,0.001387658,0.02869084],"category_scores_gemma":[0.0009397862,0.0002471728,0.0006067595,0.001148037,0.0005952711,0.001211782,0.001035238,0.002245548,0.01578088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355468,"about_ca_system_score_gemma":0.001140042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598313,"about_ca_topic_score_gemma":0.003235937,"domain_scores_codex":[0.9997556,0.00003479624,0.00001964305,0.00005296653,0.00009810141,0.00003895448],"domain_scores_gemma":[0.9997072,0.00008647305,0.00003673528,0.00002240107,0.0001045248,0.00004265729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005621248,0.00002784982,0.000101591,0.005893347,0.00005386824,0.0002965948,0.00002662847,0.0001686379,0.00150423,0.006154869,0.2642844,0.7214317],"study_design_scores_gemma":[0.00001378889,0.00002609061,0.0002529871,0.001559326,0.00003368821,0.001578645,0.00001901488,0.00003991359,0.0002999876,0.001962519,0.9942063,0.000007653287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001398028,0.9821454,0.0004200006,0.001777585,0.002933246,0.00001647262,0.0001305419,0.0000483738,0.01238855],"genre_scores_gemma":[0.002758481,0.9794981,0.0002692593,0.002005345,0.002056508,0.00002401785,0.0003322097,0.00001172789,0.01304419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02869084,"threshold_uncertainty_score":0.09598047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995174703","doi":"10.1016/j.ijrobp.2014.10.024","title":"Phase 3 Trials of Stereotactic Radiosurgery With or Without Whole-Brain Radiation Therapy for 1 to 4 Brain Metastases: Individual Patient Data Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":421,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Confidence interval; Hazard ratio; Brain metastasis; Radiation therapy; Meta-analysis; Randomized controlled trial; Recursive partitioning; Internal medicine; Surgery; Oncology; Metastasis; Cancer","authors":[{"name":"Arjun Sahgal","is_ca":true},{"name":"Hidefumi Aoyama","is_ca":false},{"name":"Martin Köcher","is_ca":false},{"name":"Binod Neupane","is_ca":true},{"name":"Sandra Collette","is_ca":false},{"name":"Masao Tago","is_ca":false},{"name":"Prakesh Shaw","is_ca":true},{"name":"Joseph Beyene","is_ca":true},{"name":"Eric L. Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3342766475240438,"gpt":0.501289845194026,"spread":0.1670131976699821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02046169,0.003886272,0.01944013,0.003508815,0.0005659345,0.003459629,0.001963694,0.002434611,0.003366323],"category_scores_gemma":[0.03231069,0.001551561,0.0657239,0.003946336,0.0007201,0.001652594,0.001286563,0.002455752,0.0003706676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175563,"about_ca_system_score_gemma":0.001838512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042499,"about_ca_topic_score_gemma":0.006722699,"domain_scores_codex":[0.9823195,0.01220549,0.002408212,0.001721447,0.0009779774,0.000367358],"domain_scores_gemma":[0.984867,0.0107463,0.002701651,0.0008191066,0.0006284417,0.0002374846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009000711,0.0000294034,0.002050044,0.03871446,0.9455362,0.00005803934,0.00002705438,0.0007906139,0.0002653445,0.00007079799,0.0002482627,0.003209019],"study_design_scores_gemma":[0.002983093,0.0004305253,0.001642998,0.001691647,0.9921172,0.00005115272,0.00001369842,0.0002639227,0.0001187952,0.0001676944,0.0005056111,0.00001368087],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05205286,0.9371428,0.004618172,0.00062642,0.0008634231,0.001257666,0.002122702,0.0002042978,0.001111635],"genre_scores_gemma":[0.7870524,0.1950305,0.00807754,0.002192188,0.0006059148,0.003257059,0.002535354,0.0001691254,0.001079889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02046169,"threshold_uncertainty_score":0.1082131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986254095","doi":"10.1007/s11060-009-0061-8","title":"The role of surgical resection in the management of newly diagnosed brain metastases: a systematic review and evidence-based clinical practice guideline","year":2009,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":416,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Radiosurgery; Guideline; Brain metastasis; Surgical resection; Modalities; Surgery; Resection; Metastasis; Radiation therapy; Cancer; Internal medicine; Pathology","authors":[{"name":"Steven N. Kalkanis","is_ca":false},{"name":"Douglas Kondziolka","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Stuart H. Burri","is_ca":false},{"name":"Anthony L. Asher","is_ca":false},{"name":"Charles Cobbs","is_ca":false},{"name":"Mario Ammirati","is_ca":false},{"name":"Paula D. Robinson","is_ca":true},{"name":"David W. Andrews","is_ca":false},{"name":"Jay S. Loeffler","is_ca":false},{"name":"Michael McDermott","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Tom Mikkelsen","is_ca":false},{"name":"Jeffrey J. Olson","is_ca":false},{"name":"Nina A. Paleologos","is_ca":false},{"name":"Roy A. Patchell","is_ca":false},{"name":"Timothy C. Ryken","is_ca":false},{"name":"Mark E. Linskey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029159676901958,"gpt":0.4710421556345232,"spread":0.3681261879443274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03074545,0.001230401,0.006287521,0.007682324,0.0007682978,0.003537688,0.005799457,0.004162952,0.004422619],"category_scores_gemma":[0.1218554,0.00129308,0.007796993,0.007685113,0.001275339,0.004367332,0.002280707,0.003190385,0.001176648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006603827,"about_ca_system_score_gemma":0.02769678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02146951,"about_ca_topic_score_gemma":0.06153754,"domain_scores_codex":[0.9780474,0.008052861,0.008991489,0.00129714,0.00320919,0.000401918],"domain_scores_gemma":[0.9299325,0.04092199,0.0133309,0.001219607,0.01342486,0.001170122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002196809,0.00002692396,0.00123455,0.764926,0.007915793,0.00014367,0.000561709,0.0004566777,0.0003352125,0.002395431,0.07888784,0.1428966],"study_design_scores_gemma":[0.0003469839,0.00005552029,0.001520716,0.9169792,0.01299579,0.000115008,0.0001723722,0.0002382385,0.000112209,0.002136236,0.06527847,0.00004945933],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008764268,0.9428136,0.002316291,0.04089545,0.004138781,0.002906094,0.00303636,0.00007834071,0.002938531],"genre_scores_gemma":[0.01552141,0.9320624,0.01542976,0.02735932,0.001637001,0.004843136,0.001904193,0.00004640498,0.001196424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03074545,"threshold_uncertainty_score":0.1625994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3085200879","doi":"10.1016/j.ijrobp.2020.08.013","title":"Single- and Multifraction Stereotactic Radiosurgery Dose/Volume Tolerances of the Brain","year":2020,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":388,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Radiosurgery; Medicine; Nuclear medicine; Radiation therapy; Dose fractionation; Meningioma; Cyberknife; Brain tumor; Radiology; Pathology","authors":[{"name":"Michael T. Milano","is_ca":false},{"name":"Jimm Grimm","is_ca":false},{"name":"Andrzej Niemierko","is_ca":false},{"name":"Scott G. Soltys","is_ca":false},{"name":"Vitali Moiseenko","is_ca":false},{"name":"Kristin J. Redmond","is_ca":false},{"name":"Ellen Yorke","is_ca":false},{"name":"Arjun Sahgal","is_ca":true},{"name":"Jinyu Xue","is_ca":false},{"name":"Anand Mahadevan","is_ca":false},{"name":"Alexander Muacevic","is_ca":false},{"name":"Lawrence B. Marks","is_ca":false},{"name":"Lawrence Kleinberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05054836656678553,"gpt":0.3652239678244918,"spread":0.3146756012577063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009877547,0.0008195716,0.001899533,0.001866109,0.0001220902,0.0006729381,0.001303711,0.0005825027,0.001883322],"category_scores_gemma":[0.001552699,0.0003274372,0.0009128886,0.001906332,0.0004579288,0.0007985857,0.0004250655,0.0009756442,0.0006265153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000993166,"about_ca_system_score_gemma":0.001207117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002423872,"about_ca_topic_score_gemma":0.003606165,"domain_scores_codex":[0.9996865,0.00004401697,0.00004634462,0.00008450458,0.0001201294,0.00001850214],"domain_scores_gemma":[0.9991817,0.0005380017,0.0001330717,0.00001935982,0.0001081969,0.00001974313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001629761,0.00002891626,0.0003661811,0.0226513,0.0002535374,0.00003459035,0.00002646911,0.0008954343,0.00133902,0.00117513,0.007313729,0.9657527],"study_design_scores_gemma":[0.0001452199,0.0007499519,0.0167115,0.02124703,0.002460088,0.003646686,0.0001527461,0.0009261137,0.005434315,0.004752176,0.9436421,0.0001319206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002359455,0.9991403,0.000138609,0.00005328249,0.0000357119,0.000002542515,0.00003331657,0.000005524934,0.0003548054],"genre_scores_gemma":[0.002604688,0.9965776,0.0003055346,0.0001040465,0.00006696845,0.000007900219,0.00007848655,0.000005373125,0.0002494837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002423872,"threshold_uncertainty_score":0.007205904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229028961","doi":"10.1016/j.prro.2022.02.003","title":"Radiation Therapy for Brain Metastases: An ASTRO Clinical Practice Guideline","year":2022,"lang":"en","type":"review","venue":"Practical Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":376,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"Agency for Healthcare Research and Quality; Patient-Centered Outcomes Research Institute; American Society for Radiation Oncology","keywords":"Medicine; Radiosurgery; Guideline; Radiation therapy; Systemic therapy; Neurosurgery; Palliative care; Radiation oncologist; Intensive care medicine; Cancer; Internal medicine; Surgery; Breast cancer; Pathology; Nursing","authors":[{"name":"Vinai Gondi","is_ca":false},{"name":"Glenn Bauman","is_ca":true},{"name":"Lisa Bradfield","is_ca":false},{"name":"Stuart H. Burri","is_ca":false},{"name":"Daniel Cabrera","is_ca":false},{"name":"Danielle A. Cunningham","is_ca":false},{"name":"Bree R. Eaton","is_ca":false},{"name":"Jona A. Hattangadi‐Gluth","is_ca":false},{"name":"Michelle M. Kim","is_ca":false},{"name":"Rupesh Kotecha","is_ca":false},{"name":"Lianne Kraemer","is_ca":false},{"name":"Jing Li","is_ca":false},{"name":"Seema Nagpal","is_ca":false},{"name":"Chad G. Rusthoven","is_ca":false},{"name":"John H. Suh","is_ca":false},{"name":"Wolfgang A. Tomé","is_ca":false},{"name":"Tony J. C. Wang","is_ca":false},{"name":"Alexandra S. Zimmer","is_ca":false},{"name":"Mateo Ziu","is_ca":false},{"name":"Paul D. Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2407004903549632,"gpt":0.5897839865566261,"spread":0.3490834962016629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896805,0.001169017,0.002246321,0.004367752,0.0004105176,0.001348055,0.001521227,0.002673569,0.004517789],"category_scores_gemma":[0.003350968,0.0006089285,0.001685426,0.003865719,0.0005214404,0.001252684,0.001220527,0.002901338,0.002143579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479199,"about_ca_system_score_gemma":0.006757508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009181665,"about_ca_topic_score_gemma":0.02619313,"domain_scores_codex":[0.999206,0.0001667542,0.000246302,0.00007435247,0.0002471594,0.00005942646],"domain_scores_gemma":[0.9982123,0.0006337248,0.0005078717,0.00003286309,0.0004911048,0.000122066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009985017,0.0000998714,0.00035605,0.05447681,0.000295279,0.0001586804,0.00008421717,0.0007630726,0.0006559344,0.001748626,0.2568706,0.6843911],"study_design_scores_gemma":[0.0001711169,0.0001121086,0.001800156,0.07673831,0.001012707,0.0007265196,0.00005938151,0.0002287935,0.0001949161,0.001333718,0.9175797,0.00004257592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001380521,0.9912392,0.000350771,0.004039984,0.001069218,0.00008910323,0.0003272161,0.00003719721,0.002709229],"genre_scores_gemma":[0.0007107629,0.9928523,0.001208653,0.003436928,0.0003212248,0.00008602954,0.0003595472,0.000006095863,0.001018423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009181665,"threshold_uncertainty_score":0.01825649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119331159","doi":"10.1200/jco.2010.29.6053","title":"Phase III Trial of Prophylactic Cranial Irradiation Compared With Observation in Patients With Locally Advanced Non–Small-Cell Lung Cancer: Neurocognitive and Quality-of-Life Analysis","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":375,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"National Cancer Institute; American Society of Clinical Oncology; Bristol-Myers Squibb","keywords":"Medicine; Conventional PCI; Prophylactic cranial irradiation; Neurocognitive; Quality of life (healthcare); Lung cancer; Internal medicine; Radiation therapy; Oncology; Cognition; Myocardial infarction; Psychiatry","authors":[{"name":"A. Sun","is_ca":true},{"name":"Kyounghwa Bae","is_ca":true},{"name":"Elizabeth Gore","is_ca":true},{"name":"Benjamin Movsas","is_ca":true},{"name":"Stuart J. Wong","is_ca":true},{"name":"Christina A. Meyers","is_ca":true},{"name":"James A. Bonner","is_ca":true},{"name":"Steven E. Schild","is_ca":true},{"name":"Laurie E. Gaspar","is_ca":true},{"name":"J.A. Bogart","is_ca":true},{"name":"Maria Werner‐Wasik","is_ca":true},{"name":"Hak Choy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08907000623929474,"gpt":0.4454731346102158,"spread":0.356403128370921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002022661,0.001696217,0.002975822,0.0004981269,0.0004543107,0.001043817,0.00108757,0.001291659,0.005400366],"category_scores_gemma":[0.001780912,0.0004427187,0.002504296,0.0005613976,0.001010265,0.0006351016,0.0004241657,0.003256098,0.0007342842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116596,"about_ca_system_score_gemma":0.001422276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707306,"about_ca_topic_score_gemma":0.003475602,"domain_scores_codex":[0.9992521,0.0004747076,0.00003432656,0.00009890751,0.00004891087,0.00009098509],"domain_scores_gemma":[0.9984717,0.0004873028,0.0003196333,0.0001276637,0.000087509,0.0005062949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9794525,0.006361622,0.001022012,0.0002783399,0.0009764142,0.0000218809,0.00003617851,0.0004760218,0.00114439,0.00004137283,0.0004997784,0.009689571],"study_design_scores_gemma":[0.8668522,0.1262044,0.004866723,0.00002613504,0.0006614103,0.00003582646,0.00002500952,0.0006294657,0.0002697733,0.00009366069,0.0003228603,0.00001253574],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924428,0.002810282,0.0003183582,0.0004073069,0.0002289179,0.001832969,0.0007961973,0.00006333365,0.001099823],"genre_scores_gemma":[0.9921301,0.001429803,0.0007082847,0.0005047129,0.000231291,0.002474873,0.001057693,0.00001660455,0.001446632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005400366,"threshold_uncertainty_score":0.01806599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975088650","doi":"10.1016/j.ijrobp.2011.02.027","title":"Effect of Tumor Subtype on Survival and the Graded Prognostic Assessment for Patients With Breast Cancer and Brain Metastases","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":375,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Recursive partitioning; Internal medicine; Breast cancer; Oncology; Proportional hazards model; Multivariate analysis; Cohort; Retrospective cohort study; Cancer; Metastatic breast cancer; Brain metastasis; Metastasis","authors":[{"name":"Paul W. Sperduto","is_ca":false},{"name":"Norbert Kased","is_ca":false},{"name":"David Roberge","is_ca":true},{"name":"Zhiyuan Xu","is_ca":false},{"name":"Ryan Shanley","is_ca":false},{"name":"Xianghua Luo","is_ca":false},{"name":"Penny K. Sneed","is_ca":false},{"name":"Samuel T. Chao","is_ca":false},{"name":"Robert J. Weil","is_ca":false},{"name":"John H. Suh","is_ca":false},{"name":"Amit Bhatt","is_ca":false},{"name":"Ashley W. Jensen","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Helen A. Shih","is_ca":false},{"name":"John P. Kirkpatrick","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"John B. Fiveash","is_ca":false},{"name":"Veronica Chiang","is_ca":false},{"name":"Jonathan Knisely","is_ca":false},{"name":"Christina Maria Sperduto","is_ca":false},{"name":"Nancy U. Lin","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01715569030946326,"gpt":0.3270145293513861,"spread":0.3098588390419229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008493019,0.0003211321,0.0004614528,0.0003744419,0.0003337589,0.0006334022,0.0005869167,0.0005824602,0.001954545],"category_scores_gemma":[0.004048585,0.0001592573,0.001091193,0.0004623466,0.0003488157,0.0005105051,0.0004328495,0.0007815564,0.0002871745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450386,"about_ca_system_score_gemma":0.0005208523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004666635,"about_ca_topic_score_gemma":0.009497589,"domain_scores_codex":[0.9996665,0.0001171066,0.00003196783,0.00005175874,0.00004269027,0.00009003317],"domain_scores_gemma":[0.9976178,0.000976854,0.00050348,0.0001776079,0.0001431911,0.0005809576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003412789,0.00005912518,0.990631,0.00001078133,0.0001737466,0.0001357197,0.00005030903,0.0002751372,0.0005934943,0.00004238886,0.0001702035,0.004445387],"study_design_scores_gemma":[0.00006321431,0.0006249301,0.9968596,0.000007164871,0.0002362305,0.0003541,0.0001804783,0.001097323,0.0001542138,0.0001914842,0.0002197226,0.00001152257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983392,0.0003959482,0.0001032841,0.0001504607,0.00003201032,0.000003933942,0.000185332,0.000004274259,0.0007855446],"genre_scores_gemma":[0.9993033,0.00008104567,0.00004456609,0.0000340133,0.00002587422,0.000001903492,0.000220771,0.000003500884,0.0002850325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004666635,"threshold_uncertainty_score":0.009278953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009927285","doi":"10.1038/nrc3053","title":"Brain metastases as preventive and therapeutic targets","year":2011,"lang":"en","type":"review","venue":"Nature reviews. Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":371,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; Groupe de recherche interuniversitaire en limnologie; U.S. Department of Defense","keywords":"Brain metastasis; Neurocognitive; Medicine; Metastasis; Translational research; Radiation therapy; Blood–brain barrier; Cancer; Oncology; Bioinformatics; Neuroscience; Internal medicine; Cognition; Pathology; Biology; Central nervous system; Psychiatry","authors":[{"name":"Patricia S. Steeg","is_ca":false},{"name":"Kevin Camphausen","is_ca":false},{"name":"Quentin R. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06036408114569049,"gpt":0.4164986012959929,"spread":0.3561345201503024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006578561,0.001476287,0.002388436,0.002338267,0.0003411374,0.001264123,0.001150675,0.001746639,0.004743565],"category_scores_gemma":[0.0009470982,0.0004732046,0.000586988,0.002710301,0.0006766642,0.001484942,0.000956791,0.00315997,0.002937903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009842119,"about_ca_system_score_gemma":0.001160435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273556,"about_ca_topic_score_gemma":0.003968359,"domain_scores_codex":[0.9997398,0.00004584,0.00002801817,0.00003598332,0.0001165715,0.00003375732],"domain_scores_gemma":[0.9995568,0.0002095026,0.00006046012,0.00001302146,0.0001197064,0.00004050346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001084377,0.00007726647,0.000101193,0.01076429,0.0000677654,0.0001685545,0.00002780808,0.0004971774,0.001594646,0.003091585,0.06261301,0.9208883],"study_design_scores_gemma":[0.00004066439,0.00007994173,0.0005939063,0.003204453,0.000121084,0.001095342,0.00003401719,0.0001282052,0.0003455216,0.002007182,0.9923299,0.00001977859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003752528,0.9988846,0.00006818266,0.0002915083,0.000223134,0.000002802533,0.0000111516,0.00000449247,0.0004765132],"genre_scores_gemma":[0.0003239936,0.9987102,0.00009114542,0.0002049286,0.0002266392,0.000005009495,0.00002139245,9.640858e-7,0.000415842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004743565,"threshold_uncertainty_score":0.01586884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002056663","doi":"10.1007/s11060-009-0057-4","title":"The role of steroids in the management of brain metastases: a systematic review and evidence-based clinical practice guideline","year":2009,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Asymptomatic; Dexamethasone; Corticosteroid; Intracranial pressure; Guideline; Regimen; Disease; Internal medicine; Surgery; Pathology","authors":[{"name":"Timothy C. Ryken","is_ca":false},{"name":"Michael McDermott","is_ca":false},{"name":"Paula D. Robinson","is_ca":true},{"name":"Mario Ammirati","is_ca":false},{"name":"David W. Andrews","is_ca":false},{"name":"Anthony L. Asher","is_ca":false},{"name":"Stuart H. Burri","is_ca":false},{"name":"Charles Cobbs","is_ca":false},{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Douglas Kondziolka","is_ca":false},{"name":"Mark E. Linskey","is_ca":false},{"name":"Jay S. Loeffler","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Tom Mikkelsen","is_ca":false},{"name":"Jeffrey J. Olson","is_ca":false},{"name":"Nina A. Paleologos","is_ca":false},{"name":"Roy A. Patchell","is_ca":false},{"name":"Steven N. Kalkanis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131785163560077,"gpt":0.4782843617137949,"spread":0.3651058453577872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01080159,0.001484865,0.008150561,0.008214159,0.000804828,0.002776027,0.004629709,0.003449697,0.008464355],"category_scores_gemma":[0.05505132,0.001103318,0.009939214,0.008323678,0.0008311072,0.003760702,0.001740779,0.002683877,0.001344182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006222873,"about_ca_system_score_gemma":0.01786465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01792188,"about_ca_topic_score_gemma":0.0504245,"domain_scores_codex":[0.9914843,0.002503711,0.003664357,0.0005153619,0.001593348,0.0002387724],"domain_scores_gemma":[0.9719624,0.01539667,0.006441152,0.0003314487,0.005332467,0.0005359003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002379613,0.00003290256,0.0007827482,0.8389347,0.006333021,0.0001210658,0.0002109733,0.0003182092,0.0001947117,0.0008575759,0.03590466,0.1160715],"study_design_scores_gemma":[0.000452904,0.00006865084,0.001900356,0.9343918,0.01971833,0.0001698998,0.0001072413,0.0001919096,0.00008703559,0.00103153,0.04184059,0.00003974335],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005441527,0.985287,0.0007016124,0.007154657,0.0009730799,0.00164971,0.002077636,0.00003946599,0.001572778],"genre_scores_gemma":[0.007584661,0.9787161,0.004026952,0.004805178,0.0005542257,0.002162164,0.001477553,0.00001684486,0.0006563022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01792188,"threshold_uncertainty_score":0.05712497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161574596","doi":"10.1200/jco.2006.07.0250","title":"Prognostic Significance of Human Epidermal Growth Factor Receptor Positivity for the Development of Brain Metastasis After Newly Diagnosed Breast Cancer","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":320,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Breast cancer; Brain metastasis; Oncology; Internal medicine; Univariate analysis; Hazard ratio; Cancer; Proportional hazards model; Cohort; Risk factor; Metastasis; Multivariate analysis; Epidermal growth factor receptor; Pathology; Confidence interval","authors":[{"name":"Zsolt Gabos","is_ca":true},{"name":"Richie Sinha","is_ca":true},{"name":"John Hanson","is_ca":true},{"name":"Nitin Chauhan","is_ca":true},{"name":"Judith Hugh","is_ca":true},{"name":"John R. Mackey","is_ca":true},{"name":"Bassam Abdulkarim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.090147832628851,"gpt":0.4303173565525126,"spread":0.3401695239236616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003148864,0.0001696721,0.0001595385,0.0003461241,0.0002161433,0.0003136419,0.0002570908,0.0003513048,0.001943095],"category_scores_gemma":[0.002453719,0.0001361951,0.0002762841,0.0003065603,0.0002548672,0.0002497863,0.000189837,0.0004101467,0.0001517832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141708,"about_ca_system_score_gemma":0.0003220949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231074,"about_ca_topic_score_gemma":0.004008079,"domain_scores_codex":[0.9998771,0.00002973056,0.00001188763,0.00002373285,0.00002733882,0.0000301961],"domain_scores_gemma":[0.9981098,0.0005517586,0.0008226666,0.0000604151,0.0001114802,0.0003439167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015669,0.00001166954,0.9984906,0.000004661023,0.00001580354,0.0002381065,0.000007322245,0.000050045,0.0001910226,0.000003800792,0.0000570925,0.0007731561],"study_design_scores_gemma":[0.00001234304,0.00008307584,0.9970948,0.000005482023,0.00002698681,0.002152111,0.00003920556,0.0003431583,0.0001361518,0.00001335833,0.00008969782,0.000003630331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993568,0.0003326401,0.00004866617,0.00004019899,0.000005602048,0.000002261604,0.00007993335,0.000002233623,0.0001317436],"genre_scores_gemma":[0.9996562,0.0001061262,0.00003995561,0.000009256842,0.00001138846,0.000002114079,0.0001032601,8.651177e-7,0.00007075918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002231074,"threshold_uncertainty_score":0.006500244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103043365","doi":"10.1200/jco.2010.29.1609","title":"Phase III Comparison of Prophylactic Cranial Irradiation Versus Observation in Patients With Locally Advanced Non–Small-Cell Lung Cancer: Primary Analysis of Radiation Therapy Oncology Group Study RTOG 0214","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":312,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Prophylactic cranial irradiation; Conventional PCI; Internal medicine; Radiation therapy; Lung cancer; Clinical endpoint; Hazard ratio; Surgery; Cumulative incidence; Oncology; Gastroenterology; Confidence interval; Randomized controlled trial; Cohort; Myocardial infarction","authors":[{"name":"Elizabeth Gore","is_ca":true},{"name":"Kyounghwa Bae","is_ca":true},{"name":"Stuart J. Wong","is_ca":true},{"name":"A. Sun","is_ca":true},{"name":"James A. Bonner","is_ca":true},{"name":"Steven E. Schild","is_ca":true},{"name":"Laurie E. Gaspar","is_ca":true},{"name":"J.A. Bogart","is_ca":true},{"name":"Maria Werner‐Wasik","is_ca":true},{"name":"Hak Choy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0690466779464682,"gpt":0.453533296352486,"spread":0.3844866184060178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003485708,0.001308773,0.002876965,0.0004170418,0.0003191862,0.0008881273,0.001038695,0.001015774,0.003666745],"category_scores_gemma":[0.002631883,0.0005150946,0.002766691,0.0005218069,0.0007252673,0.0005529383,0.000396001,0.002572265,0.000549826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218083,"about_ca_system_score_gemma":0.001760187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497099,"about_ca_topic_score_gemma":0.003539399,"domain_scores_codex":[0.9984081,0.001162004,0.00006058244,0.0001712875,0.00008495872,0.0001130753],"domain_scores_gemma":[0.9982136,0.0006148346,0.0004145582,0.000183406,0.0001066495,0.0004668967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9604125,0.01034887,0.005244964,0.0002992935,0.00226035,0.00002124821,0.00006126033,0.000682956,0.001967486,0.00004454366,0.0005843262,0.01807213],"study_design_scores_gemma":[0.6323636,0.3417956,0.02134078,0.00003768708,0.001945009,0.00006150667,0.0000403501,0.0008473846,0.0006811648,0.00009874612,0.0007716216,0.00001649845],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930909,0.002819847,0.0004463271,0.0002643432,0.0001442932,0.001783604,0.0007064642,0.0000444274,0.0006998102],"genre_scores_gemma":[0.9938477,0.001531015,0.0007231894,0.0003043097,0.0002216496,0.001681463,0.0008547315,0.00001772217,0.0008183338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003666745,"threshold_uncertainty_score":0.01843441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204380660","doi":"10.1016/j.jtho.2021.09.014","title":"IMpower150 Final Exploratory Analyses for Atezolizumab Plus Bevacizumab and Chemotherapy in Key NSCLC Patient Subgroups With EGFR Mutations or Metastases in the Liver or Brain","year":2021,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":303,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eli Lilly Japan; Chugai Pharmaceutical; Pfizer Japan; Merck Sharp and Dohme; Genentech; Eisai; Daiichi-Sankyo; Mirati Therapeutics; Clovis Oncology; Johnson and Johnson; Teva Pharmaceutical Industries; Les Laboratories Pierre Fabre; Boehringer Ingelheim Japan; Taiho Pharmaceutical; F. Hoffmann-La Roche; Takeda Pharmaceutical Company; AbbVie; Merck; Spectrum Pharmaceuticals; Bayer; Gilead Sciences; Roche; Celgene; Novartis; Exelixis; Sanofi; GlaxoSmithKline; Boehringer Ingelheim; Amgen; Incyte; Pfizer; Canadian Asian Studies Association; AstraZeneca; Ono Pharmaceutical; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Atezolizumab; Bevacizumab; Carboplatin; Hazard ratio; Internal medicine; Oncology; Paclitaxel; Chemotherapy; Confidence interval; Gastroenterology; Cancer; Nivolumab; Cisplatin; Immunotherapy","authors":[{"name":"Naoyuki Nogami","is_ca":false},{"name":"Fabrice Barlési","is_ca":false},{"name":"Mark A. Socinski","is_ca":false},{"name":"Martin Reck","is_ca":false},{"name":"Christian A. Thomas","is_ca":false},{"name":"Federico Cappuzzo","is_ca":false},{"name":"Tony Mok","is_ca":false},{"name":"Gene Grant Finley","is_ca":false},{"name":"Joachim G.J.V. Aerts","is_ca":false},{"name":"Francesco Orlandi","is_ca":false},{"name":"Denis Moro‐Sibilot","is_ca":false},{"name":"Robert M. Jotte","is_ca":false},{"name":"Daniil Stroyakovskiy","is_ca":false},{"name":"Liza C. Villaruz","is_ca":false},{"name":"Delvys Rodríguez‐Abreu","is_ca":false},{"name":"Wan‐Teck Lim","is_ca":false},{"name":"David M. Merritt","is_ca":false},{"name":"Shelley Coleman","is_ca":false},{"name":"Anthony Lee","is_ca":false},{"name":"Geetha Shankar","is_ca":false},{"name":"Wei Yu","is_ca":false},{"name":"Ilze Bāra","is_ca":false},{"name":"Makoto Nishio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09509215825979998,"gpt":0.4425816826641609,"spread":0.3474895244043609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009268543,0.002547444,0.003608212,0.001072748,0.0006930158,0.002166195,0.002715745,0.002065587,0.01857083],"category_scores_gemma":[0.03181639,0.0008392124,0.01444256,0.0008648629,0.0008182914,0.002910887,0.001963156,0.004467233,0.002144837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009574978,"about_ca_system_score_gemma":0.001392044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003709492,"about_ca_topic_score_gemma":0.006656397,"domain_scores_codex":[0.9907333,0.0047899,0.0004555004,0.001972083,0.0007174137,0.001331878],"domain_scores_gemma":[0.9831382,0.01282108,0.001083918,0.001780867,0.0004715612,0.0007042334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2335176,0.002332907,0.3737414,0.005842235,0.1579607,0.003994966,0.001402062,0.02210553,0.0160347,0.007988697,0.08470634,0.09037296],"study_design_scores_gemma":[0.02342718,0.04225994,0.6280764,0.001095042,0.09572225,0.004075864,0.002435789,0.08003,0.01220187,0.02700512,0.08298552,0.0006849772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098955,0.007339589,0.02308326,0.002532638,0.001663778,0.0009688322,0.04106756,0.0009429621,0.01250577],"genre_scores_gemma":[0.9694419,0.0003658206,0.006250668,0.001776075,0.0004590663,0.001206441,0.01058905,0.0006520362,0.009258937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01857083,"threshold_uncertainty_score":0.06212562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153022133","doi":"10.1007/s11060-009-0060-9","title":"The role of whole brain radiation therapy in the management of newly diagnosed brain metastases: a systematic review and evidence-based clinical practice guideline","year":2009,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":303,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Radiosurgery; Guideline; Brain metastasis; Modalities; Radiation therapy; Surgery; Metastasis; Cancer; Internal medicine; Pathology","authors":[{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Roy A. Patchell","is_ca":false},{"name":"Stuart H. Burri","is_ca":false},{"name":"Paula D. Robinson","is_ca":true},{"name":"Rachel Morris","is_ca":true},{"name":"Mario Ammirati","is_ca":false},{"name":"David W. Andrews","is_ca":false},{"name":"Anthony L. Asher","is_ca":false},{"name":"Charles Cobbs","is_ca":false},{"name":"Douglas Kondziolka","is_ca":false},{"name":"Mark E. Linskey","is_ca":false},{"name":"Jay S. Loeffler","is_ca":false},{"name":"Michael McDermott","is_ca":false},{"name":"Tom Mikkelsen","is_ca":false},{"name":"Jeffrey J. Olson","is_ca":false},{"name":"Nina A. Paleologos","is_ca":false},{"name":"Timothy C. Ryken","is_ca":false},{"name":"Steven N. Kalkanis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09122251735987605,"gpt":0.4571220276876352,"spread":0.3658995103277591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01057869,0.001404288,0.006025566,0.006132532,0.0007474494,0.002788888,0.004873408,0.003669919,0.009813282],"category_scores_gemma":[0.0495748,0.0009977031,0.009360328,0.005874825,0.0007140225,0.003202803,0.001670995,0.002850441,0.001844985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005545311,"about_ca_system_score_gemma":0.0202252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02250647,"about_ca_topic_score_gemma":0.05585742,"domain_scores_codex":[0.9925733,0.002153239,0.002821231,0.0005182928,0.001689162,0.0002448031],"domain_scores_gemma":[0.9774618,0.01049895,0.00556575,0.0003689915,0.005630197,0.0004743492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002070369,0.00003522244,0.0006649969,0.7727748,0.005115233,0.0001273902,0.0002246002,0.0004223129,0.0002927861,0.001321985,0.06234087,0.1564729],"study_design_scores_gemma":[0.0004129188,0.0000647351,0.001451187,0.9027259,0.01302614,0.0001507548,0.00008990391,0.0002583827,0.0001095463,0.001413986,0.08025225,0.00004428545],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000644374,0.973317,0.001816619,0.0120851,0.002095351,0.003059028,0.003399528,0.00008930072,0.003493867],"genre_scores_gemma":[0.00805958,0.9662074,0.008371386,0.008212949,0.0007195944,0.00443703,0.002287102,0.0000329722,0.00167204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02250647,"threshold_uncertainty_score":0.05594611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118473182","doi":"10.1002/mrm.21029","title":"In vivo MRI of cancer cell fate at the single‐cell level in a mouse model of breast cancer metastasis to the brain","year":2006,"lang":"en","type":"article","venue":"Magnetic Resonance in Medicine","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":299,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University Health Network; Western University; Robarts Clinical Trials; University of Toronto","funders":"Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Multiple Sclerosis Society of Canada; Heart and Stroke Foundation of Canada; U.S. Department of Defense","keywords":"Metastasis; Breast cancer; Cancer; Brain metastasis; Cancer cell; Pathology; Magnetic resonance imaging; In vivo; Population; Medicine; Cancer research; Cell; Ventricle; Biology; Internal medicine; Radiology","authors":[{"name":"Chris Heyn","is_ca":true},{"name":"John A. Ronald","is_ca":true},{"name":"Soha S. Ramadan","is_ca":true},{"name":"Jonatan Snir","is_ca":true},{"name":"Andrea M. Barry","is_ca":true},{"name":"Lisa T. MacKenzie","is_ca":true},{"name":"David J. Mikulis","is_ca":true},{"name":"Diane Palmieri","is_ca":false},{"name":"Julie L. Bronder","is_ca":false},{"name":"Patricia S. Steeg","is_ca":false},{"name":"Toshiyuki Yoneda","is_ca":false},{"name":"Ian C. MacDonald","is_ca":true},{"name":"Ann F. Chambers","is_ca":true},{"name":"Brian K. Rutt","is_ca":true},{"name":"Paula J. Foster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03011840234692833,"gpt":0.2863175047232251,"spread":0.2561991023762968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665576,0.0005466971,0.0004199685,0.0007442158,0.0002038042,0.0003759266,0.0003816659,0.0008871458,0.001268313],"category_scores_gemma":[0.0002042933,0.0004054433,0.0002849053,0.0002355244,0.0003187316,0.0004100585,0.000153231,0.001429089,0.0003987052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096894,"about_ca_system_score_gemma":0.0002723732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109272,"about_ca_topic_score_gemma":0.001545187,"domain_scores_codex":[0.9998728,0.00002152689,0.000007897157,0.00003538646,0.00003425504,0.00002817977],"domain_scores_gemma":[0.9998372,0.00003261977,0.00004898928,0.00001765876,0.00002404506,0.00003952032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001327671,0.0000566932,0.00006798028,0.00002452231,0.000006656031,0.00007567492,0.00001445568,0.0001125646,0.9979285,0.0001867447,0.0001455679,0.001247832],"study_design_scores_gemma":[0.0001089589,0.001036531,0.001902068,0.00002324919,0.00007071973,0.0009364528,0.00002251535,0.003796224,0.987331,0.0002646693,0.004490785,0.00001671124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928066,0.005751662,0.05533591,0.001412964,0.0002118416,0.0002494985,0.0009714157,0.001220208,0.006780569],"genre_scores_gemma":[0.9173309,0.005572205,0.06061083,0.0003599155,0.00006583967,0.0003777242,0.0008698636,0.0003004775,0.01451235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268313,"threshold_uncertainty_score":0.004242957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2300932108","doi":"10.1016/j.ctrv.2016.03.009","title":"The impact of brain metastasis on quality of life, resource utilization and survival in patients with non-small-cell lung cancer","year":2016,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Quality of life (healthcare); MEDLINE; Lung cancer; Oncology; Radiation therapy; Internal medicine; Disease; Cancer; Population; Brain metastasis; Systematic review; Intensive care medicine; Metastasis","authors":[{"name":"Solange Peters","is_ca":false},{"name":"Christin Bexelius","is_ca":false},{"name":"Veronica C. Munk","is_ca":false},{"name":"Natasha B. Leighl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1160978657906826,"gpt":0.4254662371009093,"spread":0.3093683713102267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005589328,0.0004935071,0.001408707,0.001234765,0.0001236417,0.0006978954,0.0004576092,0.0004908066,0.001785895],"category_scores_gemma":[0.001342465,0.0001771301,0.001257051,0.00203678,0.0002207014,0.000475699,0.0003836197,0.000920329,0.0002030235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790565,"about_ca_system_score_gemma":0.001211194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472577,"about_ca_topic_score_gemma":0.01195864,"domain_scores_codex":[0.9997483,0.0000560004,0.00005643316,0.00002884502,0.00009053919,0.00001985215],"domain_scores_gemma":[0.9995227,0.0002797227,0.000115737,0.000004414156,0.00006079768,0.00001668279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001925704,0.00006312246,0.002392275,0.0740538,0.002343281,0.0001187058,0.00006489653,0.0004533474,0.0003626573,0.0008934595,0.01415733,0.9049045],"study_design_scores_gemma":[0.0003632388,0.0009070623,0.05695819,0.1245312,0.01888978,0.002902665,0.000584504,0.0008216505,0.0007181203,0.003626298,0.7895308,0.0001665311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001869255,0.9995277,0.00001284662,0.00007518871,0.00003233764,0.00000166763,0.00001847863,7.531392e-7,0.0001441688],"genre_scores_gemma":[0.002213883,0.9975159,0.00004818434,0.00009393798,0.00005023315,0.000003262992,0.00002204549,3.505278e-7,0.00005219562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004472577,"threshold_uncertainty_score":0.008893073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102149158","doi":"10.1016/j.ijrobp.2012.11.042","title":"A Phase 3 Trial of Whole Brain Radiation Therapy and Stereotactic Radiosurgery Alone Versus WBRT and SRS With Temozolomide or Erlotinib for Non-Small Cell Lung Cancer and 1 to 3 Brain Metastases: Radiation Therapy Oncology Group 0320","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":269,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; McGill University","funders":"National Cancer Institute","keywords":"Medicine; Radiosurgery; Temozolomide; Erlotinib; Lung cancer; Oncology; Clinical endpoint; Internal medicine; Radiation therapy; Cancer; Nuclear medicine; Randomized controlled trial; Epidermal growth factor receptor","authors":[{"name":"Paul W. Sperduto","is_ca":false},{"name":"Meihua Wang","is_ca":false},{"name":"H. Ian Robins","is_ca":false},{"name":"Michael C. Schell","is_ca":false},{"name":"Maria Werner‐Wasik","is_ca":false},{"name":"Ritsuko Komaki","is_ca":false},{"name":"Luís Souhami","is_ca":true},{"name":"Mark K. Buyyounouski","is_ca":false},{"name":"Deepak Khuntia","is_ca":false},{"name":"William F. Demas","is_ca":false},{"name":"Sunjay Shah","is_ca":false},{"name":"Lucien Nedzi","is_ca":false},{"name":"Gad Perry","is_ca":true},{"name":"John H. Suh","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03659139454495125,"gpt":0.36074108148651,"spread":0.3241496869415587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003311913,0.00384921,0.005354591,0.0009140797,0.0007511317,0.001771478,0.002381071,0.002598878,0.01016924],"category_scores_gemma":[0.001965987,0.001203924,0.004339826,0.001031098,0.002369845,0.002088209,0.0007926663,0.007289374,0.002829493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811661,"about_ca_system_score_gemma":0.00301912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844721,"about_ca_topic_score_gemma":0.007695236,"domain_scores_codex":[0.9989817,0.00047456,0.00004366978,0.0002164438,0.00007218803,0.0002113971],"domain_scores_gemma":[0.9985037,0.0003016687,0.0002478953,0.0001343299,0.0000801631,0.0007323333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9581347,0.01798435,0.0004779253,0.000257005,0.001180987,0.00004237088,0.0001047946,0.001038266,0.004075805,0.0001770841,0.001935776,0.01459096],"study_design_scores_gemma":[0.8582429,0.1374052,0.001656943,0.00001529025,0.0003943717,0.00005061343,0.00003744968,0.0005785671,0.0004668292,0.0003297717,0.0008008892,0.00002127442],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824206,0.002606214,0.00104271,0.001650537,0.0007729332,0.0042905,0.003496558,0.0003231488,0.003396667],"genre_scores_gemma":[0.9658601,0.003210057,0.003866211,0.002963965,0.0007140681,0.009045051,0.006308408,0.0001957181,0.007836338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016924,"threshold_uncertainty_score":0.03401947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899172402","doi":"10.1016/j.ijrobp.2018.10.038","title":"Single versus Multifraction Stereotactic Radiosurgery for Large Brain Metastases: An International Meta-analysis of 24 Trials","year":2018,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Novocure","keywords":"Radiosurgery; Medicine; Meta-analysis; Medical physics; Oncology; Nuclear medicine; Internal medicine; Radiation therapy","authors":[{"name":"Eric J. Lehrer","is_ca":false},{"name":"Jennifer Peterson","is_ca":false},{"name":"Nicholas G. Zaorsky","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Arjun Sahgal","is_ca":true},{"name":"Veronica Chiang","is_ca":false},{"name":"Samuel T. Chao","is_ca":false},{"name":"Jason P. Sheehan","is_ca":false},{"name":"Daniel M. Trifiletti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2758161970162004,"gpt":0.483690490475417,"spread":0.2078742934592167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005406934,0.002613715,0.01123691,0.001796495,0.0003857285,0.002087214,0.001512459,0.001518679,0.003992327],"category_scores_gemma":[0.01045436,0.001000442,0.02530067,0.002840548,0.000497277,0.00148759,0.001104896,0.002121318,0.0003329104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436241,"about_ca_system_score_gemma":0.001095911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149337,"about_ca_topic_score_gemma":0.01058202,"domain_scores_codex":[0.9968983,0.001422944,0.0006565093,0.0005736285,0.0002693057,0.000179424],"domain_scores_gemma":[0.9947881,0.003750218,0.0009259678,0.0002149158,0.0001980643,0.0001228324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01211291,0.00004710361,0.00463233,0.08861742,0.8779728,0.00009923906,0.00007162865,0.0007015446,0.0004253572,0.0001088242,0.0007088354,0.014502],"study_design_scores_gemma":[0.002599493,0.0003657135,0.003931553,0.0030593,0.9882826,0.00006942079,0.00003959927,0.0001534706,0.00009364708,0.0002285909,0.001154523,0.0000219906],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.020946,0.9768884,0.0007175297,0.0001827603,0.0001677986,0.0001317564,0.0006082146,0.00003663093,0.000320982],"genre_scores_gemma":[0.5044657,0.4888391,0.002589123,0.001319939,0.0002984233,0.0003340764,0.001311997,0.00008562495,0.0007560629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01123691,"threshold_uncertainty_score":0.02859491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096557421","doi":"10.1093/neuonc/nos152","title":"Toward determining the lifetime occurrence of metastatic brain tumors estimated from 2007 United States cancer incidence data","year":2012,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Brain metastasis; Medicine; Cancer; Incidence (geometry); Metastasis; Population; Oncology; Epidemiology; Lung cancer; Breast cancer; Brain tumor; Internal medicine; Disease; Primary tumor; Pathology; Environmental health","authors":[{"name":"Faith G. Davis","is_ca":true},{"name":"Therese A. Dolecek","is_ca":true},{"name":"Bridget J. McCarthy","is_ca":true},{"name":"John L. Villano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1329619914679349,"gpt":0.4003928831452415,"spread":0.2674308916773066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002988979,0.0002706009,0.000257721,0.002547038,0.0001800016,0.0005605721,0.0003615902,0.0002490969,0.000812064],"category_scores_gemma":[0.01484622,0.000204304,0.0006755698,0.001562349,0.0001026063,0.000780075,0.0004781947,0.0004544567,0.0003729191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007101534,"about_ca_system_score_gemma":0.000583273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309584,"about_ca_topic_score_gemma":0.01590823,"domain_scores_codex":[0.9989322,0.0004908309,0.0001551048,0.0001833036,0.0001966475,0.00004193495],"domain_scores_gemma":[0.9947258,0.002475176,0.001237017,0.0003254688,0.001140098,0.00009638839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000556482,0.00003043477,0.9590121,0.000111917,0.0002190363,0.00004527486,0.0001613119,0.009415026,0.0002368227,0.0009296999,0.001794337,0.02798845],"study_design_scores_gemma":[0.00002262077,0.0002306003,0.9030111,0.0002861013,0.0003452778,0.001049615,0.0009199435,0.06876033,0.001547087,0.003397914,0.02037146,0.00005795396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740434,0.005562777,0.07599837,0.0009170388,0.0000665093,0.0002632778,0.03206253,0.0002916449,0.01079437],"genre_scores_gemma":[0.9371281,0.002677422,0.03865936,0.0001644544,0.00003997196,0.0002589471,0.02033041,0.00002743918,0.0007139706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309584,"threshold_uncertainty_score":0.02603918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3116476506","doi":"10.1093/neuonc/noaa285","title":"The incidence of brain metastases among patients with metastatic breast cancer: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; University of Toronto; McMaster University Medical Centre; Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre; Queen's University","funders":"","keywords":"Incidence (geometry); Medicine; Breast cancer; Oncology; Meta-analysis; Metastatic breast cancer; Internal medicine; Cancer","authors":[{"name":"Markus Kuksis","is_ca":true},{"name":"Yizhuo Gao","is_ca":true},{"name":"William T. Tran","is_ca":true},{"name":"Christianne Hoey","is_ca":true},{"name":"Alex Kiss","is_ca":true},{"name":"Adam S. Komorowski","is_ca":true},{"name":"Aman J Dhaliwal","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Sunit Das","is_ca":true},{"name":"Kelvin Chan","is_ca":true},{"name":"Katarzyna J. Jerzak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05164096575749747,"gpt":0.3587330815593938,"spread":0.3070921158018963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01009474,0.002482479,0.01518004,0.007974423,0.0005835137,0.002780216,0.001809585,0.001906373,0.00262695],"category_scores_gemma":[0.03013353,0.001613028,0.03241462,0.009748511,0.0006048437,0.001490728,0.001357321,0.00147342,0.0002844526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481904,"about_ca_system_score_gemma":0.003088642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019445,"about_ca_topic_score_gemma":0.02235864,"domain_scores_codex":[0.991237,0.00419839,0.002404541,0.000993666,0.0008530791,0.0003134059],"domain_scores_gemma":[0.9803105,0.01452395,0.00293003,0.0005371911,0.001478305,0.0002199472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001205185,0.0000172324,0.007958537,0.3368915,0.6443337,0.0002149387,0.00008454158,0.0007206724,0.0002424892,0.0001081563,0.0007535961,0.007469473],"study_design_scores_gemma":[0.0002918586,0.0001146833,0.005567747,0.023519,0.9685321,0.0001545484,0.0000415179,0.0001708596,0.0001044447,0.0001375386,0.00134377,0.00002192644],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006326274,0.9915859,0.000385233,0.0001953579,0.0001033366,0.0001659264,0.0009601896,0.00001922427,0.0002585844],"genre_scores_gemma":[0.1941767,0.800627,0.001816376,0.0007092819,0.0002134854,0.0008352423,0.001322158,0.00002725243,0.0002724805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01518004,"threshold_uncertainty_score":0.05338675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001423058","doi":"10.1158/1078-0432.ccr-19-3258","title":"ANG1005, a Brain-Penetrating Peptide–Drug Conjugate, Shows Activity in Patients with Breast Cancer with Leptomeningeal Carcinomatosis and Recurrent Brain Metastases","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université Laval","keywords":"Medicine; Taxane; Clinical endpoint; Metastatic breast cancer; Paclitaxel; Cancer; Internal medicine; Phases of clinical research; Population; Breast cancer; Meningeal carcinomatosis; Oncology; Response Evaluation Criteria in Solid Tumors; Cerebrospinal fluid; Chemotherapy; Clinical trial","authors":[{"name":"Priya Kumthekar","is_ca":false},{"name":"Shou‐Ching Tang","is_ca":false},{"name":"Andrew Brenner","is_ca":false},{"name":"Santosh Kesari","is_ca":false},{"name":"David Piccioni","is_ca":false},{"name":"Carey K. Anders","is_ca":false},{"name":"Jose Carrillo","is_ca":false},{"name":"Pavani Chalasani","is_ca":false},{"name":"Peter Kabos","is_ca":false},{"name":"Shannon Puhalla","is_ca":false},{"name":"Katherine Tkaczuk","is_ca":false},{"name":"Agustin Garcia","is_ca":false},{"name":"Manmeet S. Ahluwalia","is_ca":false},{"name":"Jeffrey S. Wefel","is_ca":false},{"name":"Nehal J. Lakhani","is_ca":false},{"name":"Nuhad K. Ibrahim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.115172417014752,"gpt":0.4339911433625018,"spread":0.3188187263477499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732119,0.000276111,0.0004053084,0.0001129247,0.0001048977,0.0001942986,0.0001584356,0.0001974868,0.0007850159],"category_scores_gemma":[0.0004453997,0.0001224498,0.0001964844,0.0001534479,0.0001283033,0.0001369188,0.00007397522,0.0003342234,0.0001790375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610534,"about_ca_system_score_gemma":0.0002532358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005699405,"about_ca_topic_score_gemma":0.001446712,"domain_scores_codex":[0.999915,0.00003287033,0.00000658118,0.00001575524,0.00001622855,0.00001360564],"domain_scores_gemma":[0.9998637,0.00004059936,0.00003659615,0.000007533583,0.000008976521,0.00004254046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07227579,0.007122755,0.395378,0.0007032093,0.001244368,0.003145339,0.0004360901,0.002508853,0.2015485,0.000125556,0.003204473,0.3123071],"study_design_scores_gemma":[0.01477727,0.116477,0.8230458,0.00005448899,0.0008944076,0.008259191,0.0001662649,0.005098161,0.02526253,0.0001120334,0.005818897,0.00003380292],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981449,0.001299948,0.00008307146,0.0000470401,0.000005720806,0.00002392435,0.00004550682,0.00001211668,0.000337833],"genre_scores_gemma":[0.9992261,0.000350447,0.0001135769,0.00004226556,0.00001038711,0.00001370161,0.0001203901,0.000001386971,0.0001217445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007850159,"threshold_uncertainty_score":0.002626181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964127544","doi":"10.3747/co.20.1481","title":"Survival of Patients with Non-Small-Cell Lung Cancer after a Diagnosis of Brain Metastases","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":242,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Cohort; Brain metastasis; Lung cancer; Cancer; Chemotherapy; Brain tumor; Internal medicine; Retrospective cohort study; Oncology; Lung; Surgery; Metastasis; Pathology","authors":[{"name":"Arwa Ali","is_ca":false},{"name":"John R. Goffin","is_ca":true},{"name":"Andrew Arnold","is_ca":true},{"name":"Peter Ellis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03589798764988819,"gpt":0.3426518678759343,"spread":0.3067538802260461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289494,0.0001707215,0.0002822805,0.0004760569,0.0004921674,0.0003829339,0.0002624725,0.0004063892,0.001106505],"category_scores_gemma":[0.001538008,0.0000919077,0.0003298256,0.0005580043,0.0002948486,0.0003131677,0.0002637682,0.000395723,0.0001460154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030205,"about_ca_system_score_gemma":0.0009020263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03775059,"about_ca_topic_score_gemma":0.04252236,"domain_scores_codex":[0.9998003,0.00001909707,0.00001353263,0.00003280681,0.000050575,0.00008376905],"domain_scores_gemma":[0.9989697,0.0001660586,0.0003883971,0.00002779228,0.0001492285,0.000298942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539092,0.000009485639,0.9981759,0.000006244074,0.00002024031,0.0001525435,0.00004821967,0.00006805681,0.0001580429,0.000006716966,0.0001043922,0.001096382],"study_design_scores_gemma":[0.000007240826,0.0001306315,0.9988973,0.00000598086,0.00001892159,0.0005592905,0.00006791414,0.0001041481,0.0000491257,0.00001243983,0.0001435235,0.000003510699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991046,0.0003180208,0.00002065736,0.00004726335,0.000003446507,0.000003770001,0.000261946,0.000001986988,0.0002383274],"genre_scores_gemma":[0.9993955,0.00009907898,0.00001681305,0.00001687311,0.000005159769,0.000002629364,0.0004098624,5.626999e-7,0.00005364059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03775059,"threshold_uncertainty_score":0.07506174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893363212","doi":"10.3389/fonc.2018.00395","title":"Diagnosis and Management of Radiation Necrosis in Patients With Brain Metastases","year":2018,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Radiosurgery; Medicine; Radiation therapy; Pathophysiology; Radiology; Internal medicine","authors":[{"name":"Balamurugan Vellayappan","is_ca":false},{"name":"Char Loo Tan","is_ca":false},{"name":"Clement Yong","is_ca":false},{"name":"Lih Kin Khor","is_ca":false},{"name":"Wee Yao Koh","is_ca":false},{"name":"Tseng Tsai Yeo","is_ca":false},{"name":"Jay Detsky","is_ca":true},{"name":"Simon S. Lo","is_ca":false},{"name":"Arjun Sahgal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02531474056407782,"gpt":0.3309608757821079,"spread":0.3056461352180301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003513644,0.0004148607,0.0007024261,0.001209784,0.0002134536,0.0005649921,0.0004706976,0.000669104,0.001784055],"category_scores_gemma":[0.001234105,0.0001217871,0.0003894561,0.0007247349,0.0003797641,0.0007231182,0.0003592697,0.0009848487,0.0005834003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164066,"about_ca_system_score_gemma":0.0008808651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456786,"about_ca_topic_score_gemma":0.002576113,"domain_scores_codex":[0.9998399,0.00003779973,0.00003155113,0.00002657434,0.00005061484,0.00001348331],"domain_scores_gemma":[0.9997177,0.0001549456,0.00005401647,0.000005163307,0.00005558373,0.00001275434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004424304,0.00003543229,0.0013023,0.01599499,0.00009885848,0.0007687661,0.0001270926,0.0002293042,0.0006169017,0.002608587,0.02579998,0.9523736],"study_design_scores_gemma":[0.00002492235,0.0001054552,0.006447019,0.02425285,0.0003844408,0.01891153,0.0003058923,0.0002040944,0.0007068797,0.004913402,0.9437053,0.00003817265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002084369,0.9981132,0.0001244413,0.0005568129,0.0001089954,0.000003497245,0.00001467076,0.000003549975,0.0008663948],"genre_scores_gemma":[0.002284559,0.9968429,0.0001986052,0.0002326913,0.0001783264,0.000004426937,0.00003132537,9.179763e-7,0.0002262715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001784055,"threshold_uncertainty_score":0.005968273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153127029","doi":"10.1002/cncr.26515","title":"A meta‐analysis evaluating stereotactic radiosurgery, whole‐brain radiotherapy, or both for patients presenting with a limited number of brain metastases","year":2011,"lang":"en","type":"review","venue":"Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Neurocognitive; Hazard ratio; Quality of life (healthcare); Whole brain radiotherapy; Adverse effect; Oncology; Internal medicine; Radiation therapy; Meta-analysis; Brain metastasis; Confidence interval; Cancer; Cognition; Metastasis","authors":[{"name":"May Tsao","is_ca":true},{"name":"Wei Xu","is_ca":true},{"name":"Arjun Sahgal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2176579797539663,"gpt":0.438992425862494,"spread":0.2213344461085277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01442117,0.00393562,0.01873866,0.00437391,0.0007130471,0.003174319,0.002196395,0.002937973,0.004407719],"category_scores_gemma":[0.02345821,0.001526213,0.07033374,0.004456382,0.0006693996,0.001727997,0.001245563,0.002704055,0.0004691616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457951,"about_ca_system_score_gemma":0.002000256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006661153,"about_ca_topic_score_gemma":0.01094746,"domain_scores_codex":[0.9886478,0.006531524,0.002048454,0.001533382,0.0008808367,0.0003579956],"domain_scores_gemma":[0.9857684,0.01040421,0.002185314,0.0006484582,0.000733066,0.0002605777],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007620552,0.00002673382,0.002609328,0.04692401,0.9387137,0.00009134578,0.00001967448,0.0006497797,0.0003170115,0.00006302736,0.0003240961,0.002640673],"study_design_scores_gemma":[0.001374619,0.0002871565,0.00177638,0.001658258,0.9940016,0.0000427438,0.000009898245,0.0001528118,0.0001001495,0.00008962489,0.0004981291,0.000008594423],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03597909,0.9560726,0.002315097,0.0007088007,0.0008020701,0.0006305149,0.002104952,0.0001239125,0.001263024],"genre_scores_gemma":[0.7130086,0.2732534,0.004243915,0.002492859,0.000838852,0.001950882,0.00285136,0.0001303141,0.001229745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9855788,"threshold_uncertainty_score":0.07626742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015042035","doi":"10.3390/ijms150711832","title":"The Diagnosis and Treatment of Pseudoprogression, Radiation Necrosis and Brain Tumor Recurrence","year":2014,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal University Hospital; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Radiation therapy; Magnetic resonance imaging; Radiology; Lesion; Necrosis; Modalities; Medical imaging; Pathology","authors":[{"name":"Kashif Parvez","is_ca":true},{"name":"Aatif Parvez","is_ca":true},{"name":"Gelareh Zadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04258759965838661,"gpt":0.3864279227745177,"spread":0.3438403231161311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003256369,0.0005916483,0.0009499241,0.002298621,0.0003120343,0.0007008808,0.0006556348,0.0009880578,0.001556818],"category_scores_gemma":[0.0008535039,0.0001411057,0.0005062674,0.0009928023,0.0005077154,0.0008410324,0.0004672944,0.001225109,0.0008507055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460277,"about_ca_system_score_gemma":0.0008107383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008585181,"about_ca_topic_score_gemma":0.001623053,"domain_scores_codex":[0.9998211,0.00003196994,0.00003544066,0.00002699652,0.00006608456,0.00001850862],"domain_scores_gemma":[0.9998007,0.00008994991,0.00004225927,0.000006301127,0.00004341761,0.00001732585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005149216,0.00008547489,0.0007879612,0.01187733,0.00008008591,0.002246152,0.00009962748,0.0003831349,0.001852493,0.002711604,0.01769309,0.9621316],"study_design_scores_gemma":[0.00002809806,0.0002013429,0.00478239,0.009780608,0.0002179489,0.05137186,0.0002361669,0.0002823803,0.001886586,0.004597908,0.9265683,0.00004646577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004271458,0.9971921,0.0003312034,0.0003925995,0.0001609419,0.000009213132,0.00001536028,0.000009361976,0.001462135],"genre_scores_gemma":[0.003108883,0.9953034,0.000574287,0.0002303176,0.0002455834,0.00001190833,0.00003849617,0.000002124835,0.0004850145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002298621,"threshold_uncertainty_score":0.005208075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015469897","doi":"10.1002/14651858.cd003869.pub4","title":"Whole brain radiotherapy for the treatment of newly diagnosed multiple brain metastases","year":2018,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; University of Toronto","funders":"","keywords":"Radiation therapy; Whole brain radiotherapy; Medicine; Brain metastasis; Brain cancer; Brain tumor; Oncology; Internal medicine; Metastasis; Cancer; Pathology","authors":[{"name":"May Tsao","is_ca":true},{"name":"Wei Xu","is_ca":true},{"name":"Rebecca Wong","is_ca":true},{"name":"N Lloyd","is_ca":true},{"name":"Normand Laperrière","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Eileen Rakovitch","is_ca":true},{"name":"Edward Chow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1474234473115827,"gpt":0.4148618809812016,"spread":0.2674384336696188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003995522,0.001347051,0.006418133,0.005546029,0.0004473203,0.002589877,0.001555234,0.002389982,0.008902014],"category_scores_gemma":[0.01614785,0.0005454142,0.006549176,0.004906325,0.0005930804,0.002012075,0.0008658452,0.001772771,0.0006437816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467,"about_ca_system_score_gemma":0.005491087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005503441,"about_ca_topic_score_gemma":0.01039666,"domain_scores_codex":[0.9961649,0.001660088,0.0009800536,0.0002544902,0.0008159359,0.0001244716],"domain_scores_gemma":[0.9906926,0.00684212,0.001542611,0.0001220396,0.0006852003,0.0001154189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004432148,0.00003374268,0.0002069274,0.7916827,0.004037051,0.0001227953,0.0001272494,0.0001721568,0.0002349759,0.0006602859,0.0108796,0.1913993],"study_design_scores_gemma":[0.001273541,0.0006967156,0.002439104,0.8233153,0.02617905,0.001312406,0.0002439502,0.0001384657,0.0003257883,0.001003812,0.1430155,0.00005641153],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009838803,0.9993611,0.00003156726,0.0001233106,0.0001249597,0.00004494204,0.00003674267,0.000003175108,0.0001757865],"genre_scores_gemma":[0.001756342,0.9970643,0.00023081,0.0004509617,0.0001352719,0.0001176474,0.00005532709,0.000003196583,0.0001861436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008902014,"threshold_uncertainty_score":0.02978021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564183539","doi":"10.1016/j.ctrv.2016.11.013","title":"Toxicity of concurrent stereotactic radiotherapy and targeted therapy or immunotherapy: A systematic review","year":2016,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Canada Research Chairs","funders":"","keywords":"Medicine; Radiation therapy; Immunotherapy; Stereotactic radiotherapy; Oncology; Toxicity; Targeted therapy; Medical physics; Radiosurgery; Intensive care medicine; Internal medicine; Cancer","authors":[{"name":"Stephanie Kroeze","is_ca":false},{"name":"Corinna Fritz","is_ca":false},{"name":"Morten Høyer","is_ca":false},{"name":"Simon S. Lo","is_ca":false},{"name":"Umberto Ricardi","is_ca":false},{"name":"Arjun Sahgal","is_ca":true},{"name":"Rolf A. Stahel","is_ca":false},{"name":"Roger Stupp","is_ca":false},{"name":"Matthias Gückenberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.109069694414428,"gpt":0.4184380013217582,"spread":0.3093683069073302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003200651,0.001361518,0.006924659,0.003290786,0.0002972888,0.001630141,0.001273642,0.001346614,0.003690449],"category_scores_gemma":[0.01232574,0.0008634293,0.00914583,0.004791964,0.0005624201,0.001197583,0.001133801,0.001247225,0.0002019505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00255398,"about_ca_system_score_gemma":0.00424263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008599231,"about_ca_topic_score_gemma":0.02842482,"domain_scores_codex":[0.9970667,0.0009186638,0.001080812,0.0003143601,0.0005064601,0.0001130074],"domain_scores_gemma":[0.993985,0.003624315,0.001817259,0.00008961596,0.000394747,0.0000890394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007497983,0.00002300769,0.0008921904,0.9215961,0.03733084,0.00009880682,0.00009319961,0.0002714531,0.0002761722,0.0001408569,0.001356077,0.03717158],"study_design_scores_gemma":[0.001530038,0.0007712588,0.008315777,0.4144233,0.5435569,0.0008022508,0.0002690184,0.0002288833,0.0004062417,0.0004328671,0.02917542,0.00008801654],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001047943,0.9983615,0.00007783971,0.00005758136,0.00005143036,0.00008654843,0.0001755207,0.000004525265,0.0001370458],"genre_scores_gemma":[0.01822685,0.9806261,0.0003741889,0.0003720448,0.00004602808,0.000121219,0.0001111572,0.000004441973,0.0001178854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008599231,"threshold_uncertainty_score":0.01853055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762741489","doi":"10.1016/j.ijrobp.2017.09.047","title":"Consensus Contouring Guidelines for Postoperative Completely Resected Cavity Stereotactic Radiosurgery for Brain Metastases","year":2017,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Contouring; Medicine; Radiosurgery; Radiology; Magnetic resonance imaging; Nuclear medicine; Surgery; Radiation therapy","authors":[{"name":"Hany Soliman","is_ca":true},{"name":"Mark Ruschin","is_ca":true},{"name":"Lilyana Angelov","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Veronica Chiang","is_ca":false},{"name":"John P. Kirkpatrick","is_ca":false},{"name":"Simon S. Lo","is_ca":false},{"name":"Anita Mahajan","is_ca":false},{"name":"Kevin Oh","is_ca":false},{"name":"Jason P. Sheehan","is_ca":false},{"name":"Scott G. Soltys","is_ca":false},{"name":"Arjun Sahgal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1372084559173494,"gpt":0.4404234535786997,"spread":0.3032149976613503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0199517,0.001060514,0.001412807,0.004156301,0.002114207,0.002848237,0.006516844,0.005441763,0.004334325],"category_scores_gemma":[0.04962256,0.0007594412,0.003461123,0.002676877,0.002045786,0.00191228,0.002520881,0.006817633,0.00287305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003463315,"about_ca_system_score_gemma":0.01231836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648336,"about_ca_topic_score_gemma":0.01914221,"domain_scores_codex":[0.9890656,0.003052479,0.003587784,0.0005289456,0.003160167,0.0006050722],"domain_scores_gemma":[0.9688801,0.01015551,0.002965426,0.00163807,0.01517334,0.001187494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002601413,0.0001743566,0.006582474,0.00241928,0.0001840107,0.0008302276,0.001459338,0.01362944,0.005535503,0.0204081,0.231569,0.7169482],"study_design_scores_gemma":[0.0003438937,0.0004712475,0.0264272,0.01424222,0.0007501552,0.006892233,0.002667033,0.02808629,0.009834553,0.0475636,0.862246,0.0004755555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03405859,0.0714167,0.6257075,0.1127992,0.01549969,0.004353694,0.003724434,0.006367144,0.126073],"genre_scores_gemma":[0.1249651,0.01903242,0.8128008,0.01436932,0.001795549,0.00437298,0.005109952,0.001766689,0.0157872],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0199517,"threshold_uncertainty_score":0.105516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310566600","doi":"10.1001/jamaoncol.2022.5610","title":"Tucatinib vs Placebo, Both in Combination With Trastuzumab and Capecitabine, for Previously Treated ERBB2 (HER2)-Positive Metastatic Breast Cancer in Patients With Brain Metastases","year":2022,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Aptitude Health; Eisai; National Breast Cancer Foundation; Seagen; G1 Therapeutics; Daiichi-Sankyo; MacroGenics; Silverback Therapeutics; Puma Biotechnology; Medac; Ipsen; OncoSec Medical; Syndax Pharmaceuticals; BioMarin Pharmaceutical; Mylan; Ionis Pharmaceuticals; National Center for Advancing Translational Sciences; Teva Pharmaceutical Industries; Les Laboratories Pierre Fabre; Vertex Pharmaceuticals; Foundation Medicine; Genomic Health; Breast Cancer Research Foundation; Jounce Therapeutics; Celgene; Genentech; Veracyte; Amgen; Radius Health; Daiichi Sankyo Europe; National Cancer Institute; Gilead Sciences; Yale University; Sanofi; GlaxoSmithKline; Carrick Therapeutics; Samsung; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Pfizer","keywords":"Capecitabine; Medicine; Trastuzumab; Internal medicine; Metastatic breast cancer; Placebo; Oncology; Breast cancer; Pertuzumab; Cancer; Colorectal cancer; Pathology","authors":[{"name":"Nancy U. Lin","is_ca":false},{"name":"Rashmi K. Murthy","is_ca":false},{"name":"Vandana G. Abramson","is_ca":false},{"name":"Carey K. Anders","is_ca":false},{"name":"Thomas Bachelot","is_ca":false},{"name":"Philippe L. Bédard","is_ca":true},{"name":"Virginia F. Borges","is_ca":false},{"name":"David Cameron","is_ca":false},{"name":"Lisa A. Carey","is_ca":false},{"name":"A. Jo Chien","is_ca":false},{"name":"Giuseppe Curigliano","is_ca":false},{"name":"Michael P. DiGiovanna","is_ca":false},{"name":"Karen A. Gelmon","is_ca":false},{"name":"Gabriel N. Hortobágyi","is_ca":false},{"name":"Sara A. Hurvitz","is_ca":false},{"name":"Ian E. Krop","is_ca":false},{"name":"Sherene Loi","is_ca":false},{"name":"Sibylle Loibl","is_ca":false},{"name":"Volkmar Müller","is_ca":false},{"name":"Mafalda Oliveira","is_ca":false},{"name":"Elisavet Paplomata","is_ca":false},{"name":"Mark D. Pegram","is_ca":false},{"name":"Dennis J. Slamon","is_ca":false},{"name":"Amelia Zelnak","is_ca":false},{"name":"Jorge Ramos","is_ca":false},{"name":"Wentao Feng","is_ca":false},{"name":"Eric P. Winer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009678729924896167,"gpt":0.2817659237388417,"spread":0.2720871938139456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131302,0.001071054,0.002613399,0.0005335939,0.0003280519,0.0009717831,0.0006088634,0.001408877,0.005626569],"category_scores_gemma":[0.001830422,0.0004622247,0.001780611,0.0004692341,0.000832545,0.001100095,0.0003554019,0.001996304,0.0006621096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126101,"about_ca_system_score_gemma":0.0008544847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005538366,"about_ca_topic_score_gemma":0.001620221,"domain_scores_codex":[0.9993576,0.0003098424,0.00007120846,0.0001100344,0.00003966565,0.0001116162],"domain_scores_gemma":[0.9991313,0.0002917627,0.000228224,0.00004639235,0.00003873067,0.0002636782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9782822,0.003829442,0.0003925369,0.0003778437,0.0004851429,0.00002396299,0.0000223352,0.0001871517,0.001888646,0.00006329366,0.0003434938,0.014104],"study_design_scores_gemma":[0.7791267,0.2144474,0.002923581,0.00005381844,0.0009479325,0.00004676509,0.00002930459,0.000617745,0.0008268282,0.0001922556,0.0007695517,0.00001821161],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854327,0.008392772,0.0002861531,0.0005602953,0.0008396442,0.001682261,0.000570728,0.00007207055,0.00216343],"genre_scores_gemma":[0.9936368,0.002331263,0.0003794047,0.0003577547,0.0004350946,0.001246859,0.0003310186,0.000006138381,0.001275557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005626569,"threshold_uncertainty_score":0.01882273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799819512","doi":"10.3171/2017.11.jns171273","title":"Laser ablation after stereotactic radiosurgery: a multicenter prospective study in patients with metastatic brain tumors and radiation necrosis","year":2018,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Radiosurgery; Prospective cohort study; Ablation; Surgery; Radiation therapy; Neurocognitive; Progression-free survival; Quality of life (healthcare); Nuclear medicine; Radiology; Internal medicine; Overall survival","authors":[{"name":"Manmeet S. Ahluwalia","is_ca":false},{"name":"Gene H. Barnett","is_ca":false},{"name":"Di Deng","is_ca":false},{"name":"Stephen B. Tatter","is_ca":false},{"name":"Adrian W. Laxton","is_ca":false},{"name":"Alireza M. Mohammadi","is_ca":false},{"name":"Eric C. Leuthardt","is_ca":false},{"name":"Roukoz Chamoun","is_ca":false},{"name":"Kevin Judy","is_ca":false},{"name":"Anthony L. Asher","is_ca":false},{"name":"Marco Essig","is_ca":true},{"name":"Jörg Dietrich","is_ca":false},{"name":"Veronica Chiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01112243404482491,"gpt":0.2567163300635066,"spread":0.2455938960186817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466291,0.0006646769,0.000872787,0.0007190764,0.001009736,0.0008461274,0.0004491234,0.0009393723,0.001483815],"category_scores_gemma":[0.002230742,0.0005641994,0.0007648945,0.0008965668,0.000404774,0.0007599627,0.0004345868,0.0008028486,0.0005743051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295201,"about_ca_system_score_gemma":0.0004793032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152628,"about_ca_topic_score_gemma":0.001113878,"domain_scores_codex":[0.9990819,0.0003553505,0.00008317585,0.0002121245,0.0001403892,0.0001270868],"domain_scores_gemma":[0.9984112,0.0002392023,0.0006894438,0.00007792915,0.0001530069,0.000429122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002807364,0.001009948,0.9921499,0.00003744768,0.0002423239,0.0005186455,0.0002980322,0.00004913638,0.001033481,0.00001780918,0.0001559329,0.001680016],"study_design_scores_gemma":[0.0008861108,0.006782103,0.9876923,0.00002074533,0.0002163094,0.002779814,0.000449399,0.0003250256,0.0002183572,0.00002603934,0.000582445,0.00002122034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994797,0.0002334606,0.00004451249,0.00002932605,0.000005018579,0.00003222412,0.00006363774,0.000001805495,0.000110346],"genre_scores_gemma":[0.9992569,0.0001433641,0.00009373961,0.00007774482,0.0000434019,0.00005161147,0.0002148592,0.000002731299,0.0001156743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483815,"threshold_uncertainty_score":0.007754564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402514945","doi":"10.1038/s41591-024-03261-7","title":"Trastuzumab deruxtecan in HER2-positive advanced breast cancer with or without brain metastases: a phase 3b/4 trial","year":2024,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Eisai; Jazz Pharmaceuticals; Helsinn; Chugai Pharmaceutical; Seagen; Gilead Sciences; Daiichi Sankyo Europe; Sanofi; Amgen; Pfizer; Les Laboratories Pierre Fabre; AstraZeneca; Eli Lilly and Company; GlaxoSmithKline","keywords":"Trastuzumab; Medicine; Breast cancer; Oncology; Internal medicine; Cancer","authors":[{"name":"Nadia Harbeck","is_ca":false},{"name":"Eva Ciruelos","is_ca":false},{"name":"Guy Jérusalem","is_ca":false},{"name":"Volkmar Müller","is_ca":false},{"name":"Naoki Niikura","is_ca":false},{"name":"Giuseppe Viale","is_ca":false},{"name":"Rupert Bartsch","is_ca":false},{"name":"Christian Kurzeder","is_ca":false},{"name":"Michaela J. Higgins","is_ca":false},{"name":"Roisín M. Connolly","is_ca":false},{"name":"Sally Baron‐Hay","is_ca":false},{"name":"María Gión","is_ca":false},{"name":"Valentina Guarneri","is_ca":false},{"name":"Giampaolo Bianchini","is_ca":false},{"name":"Hans Wildiers","is_ca":false},{"name":"Santiago Escrivá-de-Romaní","is_ca":false},{"name":"Manoj Prahladan","is_ca":false},{"name":"Helen Bridge","is_ca":false},{"name":"Nataliya Kuptsova‐Clarkson","is_ca":false},{"name":"Nana Scotto","is_ca":false},{"name":"Sunil Verma","is_ca":false},{"name":"Nancy U. Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01226947485604996,"gpt":0.3775639384676909,"spread":0.365294463611641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300659,0.000818288,0.001047903,0.0002382192,0.0002447886,0.0005979568,0.0004429169,0.0006072843,0.002061069],"category_scores_gemma":[0.0005574113,0.0001887647,0.000672474,0.000246573,0.0004737168,0.0004200019,0.0002403448,0.001393745,0.0003617947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000594646,"about_ca_system_score_gemma":0.0007525772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005672854,"about_ca_topic_score_gemma":0.001496091,"domain_scores_codex":[0.9997591,0.0001334711,0.00001100275,0.00002695294,0.00002666277,0.00004280851],"domain_scores_gemma":[0.9997661,0.00004460178,0.00004174689,0.00001879631,0.00001817026,0.0001107646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7914408,0.03019499,0.008533897,0.0009832421,0.001487499,0.000422418,0.0001935781,0.002296217,0.02869245,0.0004248572,0.005908014,0.129422],"study_design_scores_gemma":[0.7167692,0.2561574,0.01514722,0.00006694606,0.0005400901,0.000361136,0.00004743105,0.001638464,0.004046042,0.0003963873,0.004804868,0.00002487299],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941359,0.002717015,0.0001626828,0.0003652141,0.00006600832,0.0007391619,0.0005491751,0.00003707127,0.001227746],"genre_scores_gemma":[0.9900978,0.003246526,0.000725476,0.0006355362,0.0001570898,0.00105694,0.001748795,0.00001522473,0.002316684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002061069,"threshold_uncertainty_score":0.006894946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154704485","doi":"10.1016/j.ijrobp.2014.07.002","title":"Secondary Analysis of RTOG 9508, a Phase 3 Randomized Trial of Whole-Brain Radiation Therapy Versus WBRT Plus Stereotactic Radiosurgery in Patients With 1-3 Brain Metastases; Poststratified by the Graded Prognostic Assessment (GPA)","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Hôpital Notre-Dame","funders":"National Cancer Institute; National Institutes of Health; National Center for Advancing Translational Sciences; University of Minnesota","keywords":"Medicine; Radiosurgery; Radiation therapy; Recursive partitioning; Oncology; Brain metastasis; Proportional hazards model; Breast cancer; Internal medicine; Nuclear medicine; Metastasis; Cancer","authors":[{"name":"Paul W. Sperduto","is_ca":false},{"name":"Ryan Shanley","is_ca":false},{"name":"Xianghua Luo","is_ca":false},{"name":"David W. Andrews","is_ca":false},{"name":"Maria Werner‐Wasik","is_ca":false},{"name":"Richard K. Valicenti","is_ca":false},{"name":"Jean-Paul Bahary","is_ca":true},{"name":"Luís Souhami","is_ca":true},{"name":"Minhee Won","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02050589364705813,"gpt":0.3460432237140976,"spread":0.3255373300670395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006291849,0.003878752,0.005615985,0.00096966,0.0006498849,0.001889693,0.0016618,0.001999752,0.01283812],"category_scores_gemma":[0.006097666,0.0007625991,0.008630773,0.0009055867,0.001058631,0.001458143,0.0009308218,0.005347186,0.001957215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501487,"about_ca_system_score_gemma":0.00238053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011898,"about_ca_topic_score_gemma":0.00379871,"domain_scores_codex":[0.9966314,0.0021818,0.0001325722,0.0005120229,0.0001812159,0.000360963],"domain_scores_gemma":[0.9961823,0.00150033,0.0008461445,0.0004769454,0.0002595059,0.0007347831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9813638,0.001899727,0.001521956,0.0004346914,0.005342618,0.00003478225,0.00002901718,0.0009747448,0.0009848949,0.0001619231,0.002314107,0.004937836],"study_design_scores_gemma":[0.9055967,0.06741685,0.01071866,0.00005997959,0.009507003,0.00009287517,0.0000566307,0.002247039,0.001172824,0.0009443744,0.002141369,0.00004571831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567177,0.004688954,0.002835573,0.001338899,0.001179402,0.004848455,0.02099874,0.0004695478,0.006922713],"genre_scores_gemma":[0.9701302,0.0009416952,0.002398918,0.002055841,0.0006636271,0.005182931,0.01152151,0.0001543451,0.006951073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283812,"threshold_uncertainty_score":0.04294783,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"}]}