{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1283,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1283,"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":"e444053b6983","filters":{"topic":"Colorectal Cancer Surgical Treatments"}},"results":[{"id":"W2142818315","doi":"10.1016/s0140-6736(09)60484-0","title":"Preoperative radiotherapy versus selective postoperative chemoradiotherapy in patients with rectal cancer (MRC CR07 and NCIC-CTG C016): a multicentre, randomised trial","year":2009,"lang":"en","type":"article","venue":"The Lancet","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1506,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Cancer Institute; Medical Research Council","keywords":"Medicine; Radiation therapy; Chemoradiotherapy; Hazard ratio; Surgery; Colorectal cancer; Rectum; Randomized controlled trial; Relative risk; Cancer; Internal medicine; Confidence interval","authors":[{"name":"David Sebag‐Montefiore","is_ca":false},{"name":"Richard Stephens","is_ca":false},{"name":"R. Steele","is_ca":false},{"name":"John R.T. Monson","is_ca":false},{"name":"Robert Grieve","is_ca":false},{"name":"Subhash Khanna","is_ca":false},{"name":"Philip Quirke","is_ca":false},{"name":"Jean Couture","is_ca":true},{"name":"Catherine de Metz","is_ca":true},{"name":"Arthur Sun Myint","is_ca":false},{"name":"E.M. Bessell","is_ca":false},{"name":"Gareth Griffiths","is_ca":false},{"name":"Lindsay C Thompson","is_ca":false},{"name":"Mahesh Parmar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0194250187484718,"gpt":0.3058979224811961,"spread":0.2864729037327243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001854151,0.0003112777,0.0009777826,0.00006307002,0.0001066037,0.00004301355,0.000117696,0.00008875052,0.0001473776],"category_scores_gemma":[0.00009220404,0.0001743909,0.00007293671,0.0003683917,0.0001273337,0.000129033,0.00001176975,0.0003233421,0.000002406595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006147312,"about_ca_system_score_gemma":0.0001696238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001890147,"about_ca_topic_score_gemma":0.0002558403,"domain_scores_codex":[0.9983525,0.000236608,0.0002472236,0.0004265692,0.0003264165,0.0004106876],"domain_scores_gemma":[0.9990723,0.0002845372,0.0001053648,0.000281127,0.0001399008,0.0001167721],"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":[0.9405068,0.0006134567,0.04077043,0.00000765358,0.0004705578,0.00002124083,0.005280913,0.00002934608,0.0002226882,0.00001495824,0.0003772945,0.01168462],"study_design_scores_gemma":[0.6514488,0.007332612,0.3389887,0.00008758192,0.00009816633,0.000003497674,0.0000765678,0.0002521363,0.001101453,0.00001025323,0.0003972394,0.0002030301],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896387,0.001243513,0.000007350384,0.002897698,0.000175404,0.004310766,0.0000336616,0.0000529824,0.001639937],"genre_scores_gemma":[0.9964696,0.0005789766,0.0004390315,0.00148805,0.0004451177,0.0003205138,0.00001929372,0.00002895797,0.0002104142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982183,"threshold_uncertainty_score":0.7111456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141768150","doi":"10.1200/jco.2004.05.063","title":"American Society of Clinical Oncology Recommendations on Adjuvant Chemotherapy for Stage II Colon Cancer","year":2004,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1451,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Stage (stratigraphy); Internal medicine; Disease; Oncology; Guideline; Colorectal cancer; Chemotherapy; Adjuvant therapy; Clinical trial; Cancer; Adjuvant; Adjuvant chemotherapy; Perforation; Intensive care medicine; Surgery; Breast cancer; Pathology","authors":[{"name":"Al B. Benson","is_ca":false},{"name":"Deborah Schrag","is_ca":false},{"name":"Mark R. Somerfield","is_ca":false},{"name":"Alfred M. Cohen","is_ca":false},{"name":"A Figueredo","is_ca":false},{"name":"Patrick J. Flynn","is_ca":false},{"name":"Monika K. Krzyzanowska","is_ca":false},{"name":"Jean A. Maroun","is_ca":false},{"name":"Pamela K. McAllister","is_ca":false},{"name":"Eric Van Cutsem","is_ca":false},{"name":"Melissa Brouwers","is_ca":false},{"name":"Manya Charette","is_ca":false},{"name":"Daniel G. Haller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.454633654644825,"gpt":0.6437214622989518,"spread":0.1890878076541268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007224507,0.0006111965,0.01628766,0.0002157137,0.0001112806,0.00000694556,0.0005078822,0.0019727,0.0006741751],"category_scores_gemma":[0.003879721,0.0004065831,0.008391111,0.0005231593,0.001075198,0.00007114918,0.0001445316,0.003553413,0.00001313144],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800332,"about_ca_system_score_gemma":0.02391822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107262,"about_ca_topic_score_gemma":0.0001308784,"domain_scores_codex":[0.9861624,0.001535784,0.01041337,0.0007106913,0.0006207334,0.0005569847],"domain_scores_gemma":[0.9643641,0.01683592,0.01643017,0.0005030627,0.001011379,0.0008553942],"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":[0.007903441,0.008619397,0.0004367138,0.002180546,0.00479973,0.0001164749,0.00005696157,0.000004276655,3.249903e-7,0.00005021994,0.02063408,0.9551978],"study_design_scores_gemma":[0.016764,0.1005876,0.001156835,0.006644451,0.004232417,0.0001001493,0.00004988907,0.000009508611,0.000001674234,0.00006485807,0.8701337,0.0002549973],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004264737,0.9481853,0.0001514614,0.03144551,0.008617907,0.003991393,0.0005816406,0.00004100403,0.002721035],"genre_scores_gemma":[0.0002879223,0.9763265,0.01299859,0.00503734,0.003369599,0.0002137484,0.0000684639,0.0001057252,0.001592165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9549428,"threshold_uncertainty_score":0.9998386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011743240","doi":"10.1056/nejmoa1414882","title":"A Randomized Trial of Laparoscopic versus Open Surgery for Rectal Cancer","year":2015,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1432,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ethicon Endo-Surgery; Erasmus Universitair Medisch Centrum Rotterdam; Sahlgrenska Universitetssjukhuset; Dalhousie University; Vrije Universiteit Amsterdam; Health and Medical Care Committee of the Regional Executive Board, Region Västra Götaland; Cancerfonden; Västra Götalandsregionen","keywords":"Medicine; Colorectal cancer; Laparoscopic surgery; Open surgery; Randomized controlled trial; Laparoscopy; Surgery; General surgery; Cancer; Internal medicine","authors":[{"name":"H. Jaap Bonjer","is_ca":false},{"name":"Charlotte L. Deijen","is_ca":false},{"name":"Gabor A. Abis","is_ca":false},{"name":"Miguel A. Cuesta","is_ca":false},{"name":"M. H. G. M. van der Pas","is_ca":false},{"name":"Elly S.M. de Lange–de Klerk","is_ca":false},{"name":"Antonio M. Lacy","is_ca":false},{"name":"Willem A. Bemelman","is_ca":false},{"name":"John Andersson","is_ca":false},{"name":"Eva Angenete","is_ca":false},{"name":"Jacob Rosenberg","is_ca":false},{"name":"Alois Fuerst","is_ca":false},{"name":"Eva Haglind","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1587010062625764,"gpt":0.4132088374027701,"spread":0.2545078311401938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003072099,0.0001511778,0.002010743,0.0001695384,0.00001839211,0.000007563287,0.0001461952,0.00006883732,0.000252868],"category_scores_gemma":[0.005727254,0.00008599312,0.0002603144,0.0001979584,0.0001373658,0.00009254725,0.00003382682,0.0001678017,8.225272e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650312,"about_ca_system_score_gemma":0.001303325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006812973,"about_ca_topic_score_gemma":0.00008157252,"domain_scores_codex":[0.9980242,0.000202885,0.0008962967,0.000129034,0.0005657424,0.0001818169],"domain_scores_gemma":[0.9954822,0.002764598,0.0006545565,0.0001409559,0.0004790266,0.0004786725],"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":[0.9400668,0.0001509239,0.0005956753,0.00003720896,0.0005820903,0.00007157654,0.0003969994,0.000004077805,0.00005977723,0.0000278238,0.01695984,0.04104726],"study_design_scores_gemma":[0.962581,0.008166181,0.0001086464,0.0006467286,0.001016011,0.0001124534,0.00006618883,0.00001980983,0.0005034515,0.000429611,0.02628277,0.00006712318],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752963,0.003789871,0.000109095,0.008736773,0.006189925,0.001700451,0.000007322417,0.000007931966,0.004162388],"genre_scores_gemma":[0.991199,0.0008166692,0.000515771,0.00018098,0.006228687,0.00005652531,0.000009465294,0.00002094176,0.000972005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04098014,"threshold_uncertainty_score":0.6856472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108509187","doi":"10.1093/jnci/93.8.583","title":"Guidelines 2000 for Colon and Rectal Cancer Surgery","year":2001,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1295,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Rectum; Total mesorectal excision; Colorectal cancer; Dissection (medical); Lymphadenectomy; General surgery; Perforation; Colectomy; Surgery; Colorectal surgery; Lymph node; Cancer; Oncology; Internal medicine; Abdominal surgery","authors":[{"name":"H. Nelson","is_ca":false},{"name":"Nicholas J. Petrelli","is_ca":false},{"name":"Arthur M. Carlin","is_ca":false},{"name":"Jean Couture","is_ca":true},{"name":"J. Fleshman","is_ca":false},{"name":"José G. Guillem","is_ca":false},{"name":"Brent Miedema","is_ca":false},{"name":"Daisuke Ota","is_ca":false},{"name":"Daniel J. Sargent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2120180659513252,"gpt":0.4394598415740784,"spread":0.2274417756227532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004111532,0.0001262888,0.0003318715,0.000119278,0.0001265008,0.00001930964,0.00009776992,0.00006680289,0.0001384079],"category_scores_gemma":[0.0007689908,0.00007858345,0.0002412698,0.0002823405,0.0001013013,0.000209907,0.00003004386,0.0001565788,0.000001072821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009718223,"about_ca_system_score_gemma":0.001876302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044625,"about_ca_topic_score_gemma":0.0004148251,"domain_scores_codex":[0.9985612,0.00002306927,0.0004838792,0.0001316395,0.0006378801,0.0001623391],"domain_scores_gemma":[0.9977836,0.0001946436,0.0003487644,0.00006097888,0.001494587,0.0001173958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01362632,0.0004612909,0.4639387,0.0002305541,0.0018069,0.0001689497,0.0003112254,0.003589568,0.004452009,0.0005457132,0.3464281,0.1644407],"study_design_scores_gemma":[0.002976423,0.0001680673,0.1241585,0.0005826085,0.0002979427,0.001045702,0.000009816431,0.0003159757,0.001966291,0.0007590903,0.8675659,0.0001536811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639705,0.006897463,0.00004274569,0.02334266,0.003986429,0.000380743,0.000102671,0.0000107352,0.00126598],"genre_scores_gemma":[0.9813953,0.005187729,0.0007985372,0.004165704,0.004172076,0.000121677,0.000005721075,0.00002256736,0.004130681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5211378,"threshold_uncertainty_score":0.3328479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620163964","doi":"10.1038/modpathol.2017.46","title":"Recommendations for reporting tumor budding in colorectal cancer based on the International Tumor Budding Consensus Conference (ITBCC) 2016","year":2017,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1154,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brampton Civic Hospital; University of Toronto; Mount Sinai Hospital","funders":"AstraZeneca","keywords":"Tumor budding; Budding; Colorectal cancer; Medicine; Pathology; Cancer; Biology; Internal medicine","authors":[{"name":"Alessandro Lugli","is_ca":false},{"name":"Richard Kirsch","is_ca":true},{"name":"Yoichi Ajioka","is_ca":false},{"name":"Fred T. Bosman","is_ca":false},{"name":"Gieri Cathomas","is_ca":false},{"name":"Heather Dawson","is_ca":false},{"name":"Hala El Zimaity","is_ca":true},{"name":"Jean-François Fléjou","is_ca":false},{"name":"Tine Plato Hansen","is_ca":false},{"name":"Arndt Hartmann","is_ca":false},{"name":"Sanjay Kakar","is_ca":false},{"name":"Cord Langner","is_ca":false},{"name":"Irıs D. Nagtegaal","is_ca":false},{"name":"Giacomo Puppa","is_ca":false},{"name":"Robert H. Riddell","is_ca":true},{"name":"Ari Ristimäki","is_ca":false},{"name":"Kieran Sheahan","is_ca":false},{"name":"Thomas C. Smyrk","is_ca":false},{"name":"Kenichi Sugihara","is_ca":false},{"name":"Benoît Terris","is_ca":false},{"name":"Hideki Ueno","is_ca":false},{"name":"Michael Vieth","is_ca":false},{"name":"Inti Zlobec","is_ca":false},{"name":"Philip Quirke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3095918762569948,"gpt":0.4558012336993512,"spread":0.1462093574423564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001302906,0.0005124586,0.001959248,0.0003303809,0.0002782943,0.00007529283,0.0004315401,0.0002383844,0.0003764225],"category_scores_gemma":[0.004134819,0.000352867,0.0005341506,0.0001257382,0.000202037,0.00003925068,0.0001674865,0.000716284,0.00002210143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094381,"about_ca_system_score_gemma":0.00153915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129126,"about_ca_topic_score_gemma":0.0002159043,"domain_scores_codex":[0.9963855,0.0002590647,0.001597599,0.000934369,0.0002867307,0.0005367313],"domain_scores_gemma":[0.9945171,0.001840948,0.002707124,0.0005651005,0.0002497883,0.000119976],"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":[0.0007789891,0.0004052165,0.001952932,0.002153325,0.0003919803,0.003786643,0.0002527286,0.00004953102,0.00007036809,0.000375582,0.002508121,0.9872746],"study_design_scores_gemma":[0.003950715,0.0007688995,0.0005978387,0.03490455,0.001213795,0.002232312,0.00007867457,0.03012509,0.000119085,0.0007474823,0.9243211,0.0009405093],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02252839,0.913143,0.001236865,0.01776363,0.007502109,0.01254824,0.002701945,0.0003387858,0.022237],"genre_scores_gemma":[0.2015986,0.7742586,0.003372894,0.002485782,0.001364061,0.012233,0.001480033,0.0003912017,0.002815828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9863341,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026721883","doi":"10.1097/sla.0b013e318155a762","title":"Laparoscopic Colectomy for Cancer Is Not Inferior to Open Surgery Based on 5-Year Data From the COST Study Group Trial","year":2007,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Care; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"National Cancer Institute","keywords":"Medicine; Clinical endpoint; Surgery; Colectomy; Randomized controlled trial; Colorectal cancer; Laparoscopy; Laparoscopic surgery; Open surgery; Survival rate; Cancer; Internal medicine","authors":[{"name":"James W. Fleshman","is_ca":false},{"name":"Daniel J. Sargent","is_ca":false},{"name":"Erin Green","is_ca":false},{"name":"Mehran Anvari","is_ca":true},{"name":"Steven J. Stryker","is_ca":false},{"name":"Robert W. Beart","is_ca":false},{"name":"Michael Hellinger","is_ca":false},{"name":"Richard J. Flanagan","is_ca":false},{"name":"Walter R. Peters","is_ca":false},{"name":"Heidi Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5543646927684652,"gpt":0.4899519873610864,"spread":0.06441270540737887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002696353,0.0002461856,0.001072948,0.0001622565,0.0001065333,0.0000675421,0.0004683968,0.0000889022,0.000718299],"category_scores_gemma":[0.001433614,0.000173892,0.0002429925,0.0005455338,0.00005786998,0.0001592297,0.0002807511,0.0001353655,0.00002859389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007324487,"about_ca_system_score_gemma":0.0005016041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00836144,"about_ca_topic_score_gemma":0.002708172,"domain_scores_codex":[0.9974864,0.0001369422,0.0007022577,0.000615738,0.0005911901,0.0004674992],"domain_scores_gemma":[0.9885353,0.009556155,0.0002339729,0.001199431,0.0002249569,0.0002501443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1821817,0.00233811,0.6195546,0.00003646319,0.0004749782,0.00006191366,0.0001422608,0.000002441856,0.00009260563,0.000002367115,0.1706941,0.02441844],"study_design_scores_gemma":[0.02190311,0.001520484,0.8525846,0.000515452,0.0002299799,3.9465e-7,0.0001584871,0.00003922425,0.007309088,0.00001156722,0.1154356,0.0002920203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859437,0.0001364859,0.00002872741,0.005666164,0.0009724092,0.005231804,0.001681591,0.00002850767,0.0003106367],"genre_scores_gemma":[0.9850611,0.00006618631,0.00005709333,0.01291375,0.000521589,0.0007941068,0.0003533061,0.00004306751,0.0001897945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.23303,"threshold_uncertainty_score":0.998242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104029004","doi":"10.1001/jama.2015.10529","title":"Effect of Laparoscopic-Assisted Resection vs Open Resection of Stage II or III Rectal Cancer on Pathologic Outcomes","year":2015,"lang":"en","type":"article","venue":"JAMA","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1096,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Resection margin; Abdominoperineal resection; Surgery; Colorectal cancer; Stage (stratigraphy); Laparoscopy; Randomized controlled trial; Total mesorectal excision; Resection; Cancer; Internal medicine","authors":[{"name":"James W. Fleshman","is_ca":false},{"name":"Megan E. Branda","is_ca":false},{"name":"Daniel J. Sargent","is_ca":false},{"name":"Anne Marie Boller","is_ca":false},{"name":"Virgilio George","is_ca":false},{"name":"Maher A. Abbas","is_ca":false},{"name":"Walter R. Peters","is_ca":false},{"name":"Dipen Maun","is_ca":false},{"name":"George J. Chang","is_ca":false},{"name":"Alan J. Herline","is_ca":false},{"name":"Alessandro Fichera","is_ca":false},{"name":"Matthew G. Mutch","is_ca":false},{"name":"Steven D. Wexner","is_ca":false},{"name":"Mark H. Whiteford","is_ca":false},{"name":"John H. Marks","is_ca":false},{"name":"Elisa H. Birnbaum","is_ca":false},{"name":"David A. Margolin","is_ca":false},{"name":"David W. Larson","is_ca":false},{"name":"Peter W. Marcello","is_ca":false},{"name":"Mitchell C. Posner","is_ca":false},{"name":"Thomas E. Read","is_ca":false},{"name":"John R.T. Monson","is_ca":false},{"name":"Sherry M. Wren","is_ca":false},{"name":"Peter W. T. Pisters","is_ca":false},{"name":"Heidi Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07907458989366085,"gpt":0.4054117931868327,"spread":0.3263372032931718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070815,0.0001782831,0.0007247172,0.0001319293,0.00005946817,0.00001479578,0.0001396306,0.0001702049,0.0003284182],"category_scores_gemma":[0.001048142,0.0001085774,0.0001097615,0.0004203656,0.00007020474,0.0001258975,0.000170113,0.0002045215,0.000007775203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017255,"about_ca_system_score_gemma":0.0001455988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387665,"about_ca_topic_score_gemma":0.001231829,"domain_scores_codex":[0.9983749,0.0003217847,0.0003504097,0.0003165064,0.0004396549,0.0001967668],"domain_scores_gemma":[0.9987699,0.0003111625,0.0002382902,0.0003444931,0.0002043254,0.0001317641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.357989,0.001629863,0.4999442,0.0007884559,0.0005955053,0.0004549923,0.001417512,0.00007012411,0.0155022,0.00004906381,0.003426906,0.1181321],"study_design_scores_gemma":[0.046838,0.09379004,0.556661,0.0006974735,0.0002202516,0.00004674262,0.0001667143,0.00009880083,0.2988289,0.00002622105,0.002418717,0.0002071728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852512,0.0001062582,0.000002120125,0.0004485786,0.0006182017,0.001194253,0.000034716,0.00004247283,0.01230215],"genre_scores_gemma":[0.9901251,0.00004018352,0.00005857506,0.00009109071,0.00009350845,0.0002530621,0.00002178402,0.00001960513,0.009297086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311151,"threshold_uncertainty_score":0.4427657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095597468","doi":"10.1016/s0140-6736(09)60485-2","title":"Effect of the plane of surgery achieved on local recurrence in patients with operable rectal cancer: a prospective study using data from the MRC CR07 and NCIC-CTG CO16 randomised clinical trial","year":2009,"lang":"en","type":"article","venue":"The Lancet","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1045,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research","funders":"Medical Research Council","keywords":"Medicine; Total mesorectal excision; Radiation therapy; Hazard ratio; Resection margin; Colorectal cancer; Surgery; Chemoradiotherapy; Prospective cohort study; Randomized controlled trial; Clinical trial; Cancer; Confidence interval; Resection; Internal medicine","authors":[{"name":"Philip Quirke","is_ca":false},{"name":"R. Steele","is_ca":false},{"name":"John R.T. Monson","is_ca":false},{"name":"Robert Grieve","is_ca":false},{"name":"Subhash Khanna","is_ca":false},{"name":"Jean Couture","is_ca":true},{"name":"Chris J. O’Callaghan","is_ca":true},{"name":"Arthur Sun Myint","is_ca":false},{"name":"E.M. Bessell","is_ca":false},{"name":"Lindsay C Thompson","is_ca":false},{"name":"Mahesh Parmar","is_ca":false},{"name":"Richard Stephens","is_ca":false},{"name":"David Sebag‐Montefiore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1098110463585708,"gpt":0.390804815074929,"spread":0.2809937687163583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001954644,0.0001740824,0.001113347,0.00001962713,0.00006704906,0.00001113067,0.0003415936,0.00005387607,0.00001876044],"category_scores_gemma":[0.0008695998,0.00006671651,0.00006822074,0.0002677649,0.0002351574,0.00004896411,0.0001334971,0.0003712913,4.804692e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000098536,"about_ca_system_score_gemma":0.0001552062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428928,"about_ca_topic_score_gemma":0.0005013813,"domain_scores_codex":[0.9973463,0.00122973,0.0004517372,0.0003522787,0.0004207788,0.0001991344],"domain_scores_gemma":[0.9951286,0.00364925,0.0002582571,0.0008713677,0.00005058755,0.00004194174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4170252,0.0005747654,0.5734876,0.000008214583,0.0001328555,0.000004263892,0.0001904062,0.00001070257,0.000004435774,4.598135e-7,0.00008087394,0.008480187],"study_design_scores_gemma":[0.1958754,0.005616058,0.7973353,0.0003876568,0.0002680558,7.570771e-7,0.00003755154,0.0002065634,0.0001853338,0.00001387041,0.000009578303,0.00006392571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948127,0.0001798905,0.000001387025,0.000298657,0.0002297306,0.004129133,0.0002009746,0.000009087615,0.0001384682],"genre_scores_gemma":[0.9994901,0.00005951652,0.00001101196,0.0001268145,0.0002135451,0.00005576994,0.00002877217,0.000009533748,0.000004951322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2238476,"threshold_uncertainty_score":0.2720621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121708973","doi":"10.1200/jco.2004.09.059","title":"Pooled Analysis of Fluorouracil-Based Adjuvant Therapy for Stage II and III Colon Cancer: Who Benefits and by How Much?","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1015,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Stage (stratigraphy); Adjuvant therapy; Internal medicine; Proportional hazards model; Colorectal cancer; Levamisole; Multivariate analysis; Oncology; Adjuvant; Survival analysis; Cancer; Radiation therapy; Surgery","authors":[{"name":"Sharlene Gill","is_ca":true},{"name":"Charles L. Loprinzi","is_ca":true},{"name":"Daniel J. Sargent","is_ca":true},{"name":"Stephan D. Thomé","is_ca":true},{"name":"Steven R. Alberts","is_ca":true},{"name":"Daniel G. Haller","is_ca":true},{"name":"Jacqueline Benedetti","is_ca":true},{"name":"Guido Francini","is_ca":true},{"name":"Lois E. Shepherd","is_ca":true},{"name":"Jean François Seitz","is_ca":true},{"name":"Roberto Labianca","is_ca":true},{"name":"Wei Chen","is_ca":true},{"name":"Michael P. Heldebrant","is_ca":true},{"name":"Richard M. Goldberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09422666171105251,"gpt":0.4446239429035839,"spread":0.3503972811925314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285508,0.0001774368,0.002515818,0.0002054467,0.00006608431,0.000008832139,0.00009032917,0.000323195,0.00007404591],"category_scores_gemma":[0.000763545,0.0001210959,0.0005514693,0.0003149259,0.0002402895,0.00008001426,0.0000363855,0.0003555926,1.092927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379243,"about_ca_system_score_gemma":0.0009418098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440829,"about_ca_topic_score_gemma":0.0004185015,"domain_scores_codex":[0.9977448,0.000151528,0.001297577,0.0002603044,0.000317961,0.0002278519],"domain_scores_gemma":[0.9956393,0.001842339,0.001476907,0.0001418495,0.0004929205,0.0004067124],"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":[0.05370839,0.004219028,0.211366,0.00007960123,0.01151026,0.0002109623,0.0003136184,0.0004399592,0.002270369,0.0001305217,0.001107149,0.7146442],"study_design_scores_gemma":[0.1207907,0.1166994,0.6901672,0.0003439517,0.01281451,0.00005367297,0.0002131395,0.001429077,0.005997797,0.0002236535,0.05092428,0.0003427139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733699,0.01047064,0.0001097176,0.01519754,0.0002132143,0.0004397962,0.0001186894,0.00000640936,0.00007410366],"genre_scores_gemma":[0.9874581,0.009480352,0.001119056,0.001560015,0.0001563128,0.00002321853,0.00001094468,0.00001488913,0.0001771399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7143015,"threshold_uncertainty_score":0.4938146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017654486","doi":"10.1056/nejmoa010957","title":"A Pooled Analysis of Adjuvant Chemotherapy for Resected Colon Cancer in Elderly Patients","year":2001,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":994,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Cancer Institute","keywords":"Medicine; Internal medicine; Fluorouracil; Hazard ratio; Gastroenterology; Nausea; Leukopenia; Surgery; Colorectal cancer; Confidence interval; Levamisole; Vomiting; Chemotherapy; Mucositis; Cancer","authors":[{"name":"Daniel J. Sargent","is_ca":false},{"name":"Richard M. Goldberg","is_ca":false},{"name":"Stacy D. Jacobson","is_ca":false},{"name":"John S. Macdonald","is_ca":false},{"name":"Roberto Labianca","is_ca":false},{"name":"Daniel G. Haller","is_ca":false},{"name":"Lois E. Shepherd","is_ca":true},{"name":"Jean François Seitz","is_ca":false},{"name":"Guido Francini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02075076611625087,"gpt":0.3309642566969425,"spread":0.3102134905806916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004159949,0.0001353995,0.001031829,0.0006442884,0.0000146588,0.000002201432,0.00008359871,0.00006922995,0.0006261562],"category_scores_gemma":[0.0003727141,0.00008491906,0.0001758056,0.001156587,0.00005080714,0.0000441825,0.000007111525,0.0001733193,2.307958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093652,"about_ca_system_score_gemma":0.0001847719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006733238,"about_ca_topic_score_gemma":0.001277824,"domain_scores_codex":[0.9984376,0.00005717745,0.0006902167,0.0001348808,0.0004855802,0.0001944782],"domain_scores_gemma":[0.9984808,0.0002918318,0.0004198912,0.0001246235,0.0004621021,0.000220777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02215206,0.0004257819,0.5849897,0.0000351779,0.002382329,0.0001338446,0.001005562,0.00009980941,0.002433487,0.000003522309,0.0009079758,0.3854308],"study_design_scores_gemma":[0.1611503,0.01021561,0.8133416,0.0005857985,0.003427134,0.00003772545,0.00006114251,0.0004065018,0.0006327854,0.00009123757,0.009966746,0.00008343303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992889,0.002012929,0.0001051327,0.004053456,0.0002328266,0.000361148,0.00001165835,0.000004917213,0.000328885],"genre_scores_gemma":[0.9973001,0.001382157,0.0001534568,0.0002939597,0.0005488463,0.000008957689,0.00001762147,0.00001375972,0.0002810898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3853474,"threshold_uncertainty_score":0.6855971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019718580","doi":"10.1001/jama.2011.749","title":"Association Between Time to Initiation of Adjuvant Chemotherapy and Survival in Colorectal Cancer","year":2011,"lang":"en","type":"review","venue":"JAMA","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":632,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Internal medicine; Meta-analysis; Colorectal cancer; Oncology; Confidence interval; MEDLINE; Population; Proportional hazards model; Randomized controlled trial; Cohort study; Survival analysis; Cancer","authors":[{"name":"James Biagi","is_ca":true},{"name":"Michael J. Raphael","is_ca":false},{"name":"William J. Mackillop","is_ca":false},{"name":"Weidong Kong","is_ca":false},{"name":"Will D. King","is_ca":false},{"name":"Christopher M. Booth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04738931470918156,"gpt":0.347256193989589,"spread":0.2998668792804074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003000468,0.0002172012,0.001598143,0.0001821804,0.00001115524,0.000008169255,0.00005789335,0.0003490869,0.0006442026],"category_scores_gemma":[0.000162635,0.0001767619,0.0001479932,0.0003651012,0.00001468845,0.00004750155,0.00003785115,0.0002153011,0.00007071735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009416864,"about_ca_system_score_gemma":0.0002161907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295901,"about_ca_topic_score_gemma":0.00007896211,"domain_scores_codex":[0.9987469,0.0001238966,0.0004456733,0.0002699921,0.0002302681,0.0001832509],"domain_scores_gemma":[0.9990859,0.000288088,0.0003292678,0.00009816125,0.00009702154,0.0001015696],"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":[0.0001199118,0.00006068236,0.02549426,0.001442654,0.0003590705,0.000005945106,0.0001565359,2.066114e-8,0.000002399202,0.00000164806,0.0002043532,0.9721525],"study_design_scores_gemma":[0.002583183,0.0005797617,0.2853352,0.007618235,0.0009061299,0.000003665514,0.00000387208,0.000001712917,0.00005895622,0.00001435911,0.7026534,0.0002415329],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04438505,0.948567,7.238626e-7,0.0001775537,0.0001154428,0.001488091,0.000240116,0.00002547441,0.005000498],"genre_scores_gemma":[0.002291878,0.9961691,0.00003920352,0.0000453038,0.0002571711,0.0002148057,0.0001523837,0.00003918343,0.0007909268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.971911,"threshold_uncertainty_score":0.7208139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068112058","doi":"10.1245/aso.2003.03.058","title":"The Prognosis of T3N0 Colon Cancer Is Dependent on the Number of Lymph Nodes Examined","year":2003,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":627,"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":"Lymph; Medicine; Colorectal cancer; Lymph node; Surgical oncology; Cancer; Oncology; Stage (stratigraphy); Internal medicine; Pathology","authors":[{"name":"Richard S. Swanson","is_ca":false},{"name":"Carolyn C. Compton","is_ca":true},{"name":"Andrew K. Stewart","is_ca":false},{"name":"Kirby I. Bland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1076359491829536,"gpt":0.4134459692907274,"spread":0.3058100201077738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007110375,0.0001738803,0.0007079242,0.00003886971,0.00006569103,0.000003519925,0.000173106,0.0001795899,0.001486096],"category_scores_gemma":[0.0001746322,0.00008791517,0.0002742067,0.0003137642,0.0005096896,0.00002337355,0.00005409961,0.0001516508,0.00001709352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009456271,"about_ca_system_score_gemma":0.0003070799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003148408,"about_ca_topic_score_gemma":0.00003488465,"domain_scores_codex":[0.998004,0.0003653777,0.0005884516,0.0002471683,0.0004736932,0.0003213007],"domain_scores_gemma":[0.9962378,0.002559158,0.0003734357,0.0003189068,0.0003985795,0.0001120912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02117132,0.008641262,0.7591316,0.000333407,0.003008289,0.0005071427,0.001075781,0.00002970662,0.002466423,0.03389079,0.01047408,0.1592702],"study_design_scores_gemma":[0.007815211,0.00446946,0.1897261,0.0003683827,0.0004139837,0.000173715,0.0003832567,0.00003516075,0.3050829,0.001623293,0.489624,0.0002844274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164106,0.001032385,4.973349e-7,0.01438914,0.0001538834,0.000474576,0.00003495583,0.000009548302,0.06749447],"genre_scores_gemma":[0.9914042,0.006601592,0.0000295168,0.0006881173,0.00003860066,0.0001967344,0.000002331282,0.0000152729,0.001023613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5694054,"threshold_uncertainty_score":0.9994267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611557360","doi":"10.1016/s2468-1253(17)30074-2","title":"A watch-and-wait approach for locally advanced rectal cancer after a clinical complete response following neoadjuvant chemoradiation: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"The Lancet. Gastroenterology & hepatology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":619,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Hazard ratio; Neoadjuvant therapy; Colorectal cancer; Meta-analysis; Internal medicine; Complete response; Pathological; Chemoradiotherapy; Relative risk; Cancer; Watchful waiting; Oncology; Surgery; Confidence interval; Chemotherapy; Prostate cancer","authors":[{"name":"Fahima Dossa","is_ca":true},{"name":"Tyler R. Chesney","is_ca":true},{"name":"Sergio A. Acuña","is_ca":true},{"name":"Nancy N. Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2042054932703697,"gpt":0.4353018622519367,"spread":0.231096368981567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003410816,0.00110548,0.02487095,0.0002420139,0.0002531397,0.00005541118,0.0006435416,0.000638967,0.0000791097],"category_scores_gemma":[0.0006441735,0.000651808,0.005538238,0.0003064235,0.0006582554,0.0000812596,0.0004037214,0.001031528,0.00000957367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003003711,"about_ca_system_score_gemma":0.0003273583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000057751,"about_ca_topic_score_gemma":0.0004634272,"domain_scores_codex":[0.9905302,0.003678867,0.002607295,0.001737493,0.0003339609,0.001112167],"domain_scores_gemma":[0.9936641,0.001787051,0.002016941,0.001955083,0.0001943684,0.0003824341],"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":[0.01587183,0.0004200407,0.00970552,0.4578655,0.4993644,0.0009053659,0.000092845,0.000001719325,2.637902e-7,0.00001116073,0.0004426601,0.01531864],"study_design_scores_gemma":[0.004029995,0.001728155,0.0005113657,0.008520533,0.9102604,0.00174918,0.000005698997,0.0002797649,3.134093e-8,0.00001276148,0.07252538,0.0003767402],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007577503,0.984284,0.0005561771,0.004544192,0.000237895,0.009074767,0.0004471055,0.00006959016,0.00002850449],"genre_scores_gemma":[0.009442315,0.9601805,0.001461473,0.005899354,0.000201681,0.02205218,0.0002424315,0.0001069062,0.0004132095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.449345,"threshold_uncertainty_score":0.9995933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016113118","doi":"10.1002/(sici)1097-0142(20000401)88:7<1739::aid-cncr30>3.0.co;2-t","title":"American Joint Committee on Cancer prognostic factors consensus conference","year":2000,"lang":"en","type":"review","venue":"Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":606,"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; Colorectal cancer; Stage (stratigraphy); Cancer; Carcinoembryonic antigen; Internal medicine; Oncology; Carcinoma","authors":[{"name":"Carolyn C. Compton","is_ca":false},{"name":"Cecilia M. Fenoglio‐Preiser","is_ca":false},{"name":"Norman M. Pettigrew","is_ca":true},{"name":"L P Fielding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1857797683905605,"gpt":0.4150217937630286,"spread":0.2292420253724682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006183043,0.0008895859,0.003499582,0.0002145951,0.00009400309,0.0000388725,0.0002059534,0.0002659828,0.005882026],"category_scores_gemma":[0.00008734603,0.0006094837,0.0007455834,0.0006384269,0.0004746046,0.00001859495,0.00005964275,0.0008687841,0.0002761298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887526,"about_ca_system_score_gemma":0.00199994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166103,"about_ca_topic_score_gemma":0.0002885548,"domain_scores_codex":[0.9970288,0.0001765452,0.0006954318,0.0009107157,0.0005305361,0.0006579666],"domain_scores_gemma":[0.9978289,0.0004078888,0.000489035,0.000658853,0.0001375118,0.0004778101],"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":[0.0001278634,0.0001682369,0.001648398,0.00391971,0.0007625326,0.0002151347,0.00006005917,0.000001586341,1.885632e-7,0.00001597611,0.003994063,0.9890863],"study_design_scores_gemma":[0.0006660949,0.0006225631,0.001786661,0.02554802,0.002514897,0.0000342778,0.00001622808,0.000003426915,0.000007024161,0.000006836922,0.968237,0.0005569963],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004400119,0.9813586,3.811188e-7,0.0002894034,0.0007381397,0.002435722,0.0008228534,0.0001695223,0.009785234],"genre_scores_gemma":[0.003297233,0.9895363,0.00002329141,0.000379633,0.0004190728,0.002113998,0.0001680649,0.0001428045,0.003919563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9885293,"threshold_uncertainty_score":0.9996356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168460655","doi":"10.1200/jco.2008.17.3781","title":"Adjuvant Chemotherapy After Potentially Curative Resection of Metastases From Colorectal Cancer: A Pooled Analysis of Two Randomized Trials","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":582,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Hazard ratio; Chemotherapy; Fluorouracil; Surgery; Clinical trial; Randomized controlled trial; Adjuvant; Internal medicine; Cancer; Gastroenterology; Confidence interval","authors":[{"name":"Emmanuel Mitry","is_ca":false},{"name":"Anthony Fields","is_ca":false},{"name":"Harry Bleiberg","is_ca":false},{"name":"Roberto Labianca","is_ca":false},{"name":"G. Portier","is_ca":false},{"name":"Dongsheng Tu","is_ca":false},{"name":"Donato Nitti","is_ca":false},{"name":"Valter Torri","is_ca":false},{"name":"Dominique Elias","is_ca":false},{"name":"Chris J. O’Callaghan","is_ca":false},{"name":"Bernard Langer","is_ca":false},{"name":"Giancarlo Martignoni","is_ca":false},{"name":"Olivier Bouché","is_ca":false},{"name":"F Lazorthes","is_ca":false},{"name":"Eric Van Cutsem","is_ca":false},{"name":"Laurent Bedenne","is_ca":false},{"name":"Malcolm J. Moore","is_ca":false},{"name":"Philippe Rougier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.155543524229051,"gpt":0.5032767936248416,"spread":0.3477332693957905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007593954,0.0002211934,0.01024587,0.0004779895,0.00002795297,0.000003407881,0.0001394681,0.0003027823,0.001758608],"category_scores_gemma":[0.01169375,0.0001343014,0.004352882,0.0007712975,0.0006614893,0.000112159,0.0000380266,0.0005445668,0.000001721558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478316,"about_ca_system_score_gemma":0.001835597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021604,"about_ca_topic_score_gemma":0.001012226,"domain_scores_codex":[0.988597,0.004405582,0.005805744,0.0002721971,0.0007217675,0.0001976543],"domain_scores_gemma":[0.9764023,0.01535925,0.00653986,0.0001824126,0.001258619,0.0002575655],"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":[0.8387894,0.002807226,0.06258686,0.00001200557,0.05529145,0.0006283993,0.0003720453,0.0001510724,0.002789288,0.000006938338,0.0002793115,0.03628598],"study_design_scores_gemma":[0.4993623,0.02026914,0.4054986,0.0001844353,0.05987951,0.00009341562,0.00008119151,0.0006000221,0.01241607,0.0003424698,0.00110391,0.0001688737],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921793,0.003682214,0.0006041469,0.001498954,0.0008655573,0.0006825163,0.0001716447,0.000006673216,0.0003090241],"genre_scores_gemma":[0.9890949,0.006322225,0.003480356,0.0004576228,0.0005088677,0.00004689722,0.00001629241,0.00001614425,0.0000566795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3429118,"threshold_uncertainty_score":0.9991539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099119383","doi":"10.1245/s10434-011-2210-5","title":"Diagnostic Accuracy of MRI for Assessment of T Category, Lymph Node Metastases, and Circumferential Resection Margin Involvement in Patients with Rectal Cancer: A Systematic Review and Meta-analysis","year":2012,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":580,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Centre; McMaster University; University of Toronto; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital","funders":"National Institute for Health and Care Research; Cancer Care Ontario","keywords":"Medicine; Meta-analysis; Odds ratio; Confidence interval; Colorectal cancer; Magnetic resonance imaging; Cochrane Library; Radiology; Resection margin; Lymph node; Contingency table; Diagnostic odds ratio; Neoadjuvant therapy; Cancer; Internal medicine; Surgery; Breast cancer; Resection","authors":[{"name":"Eisar Al‐Sukhni","is_ca":true},{"name":"Laurent Milot","is_ca":true},{"name":"Mark Fruitman","is_ca":true},{"name":"Joseph Beyene","is_ca":true},{"name":"J. Charles Victor","is_ca":true},{"name":"Selina Schmocker","is_ca":true},{"name":"Gina Brown","is_ca":false},{"name":"Robin S. McLeod","is_ca":true},{"name":"Erin Kennedy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1956473048094619,"gpt":0.4532191132672553,"spread":0.2575718084577934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001577841,0.0005046312,0.01301949,0.0005478782,0.00002507718,0.000005676543,0.0001328252,0.0002785311,0.0002420558],"category_scores_gemma":[0.0002473708,0.0003027094,0.001434333,0.000895398,0.0002057145,0.0000898345,0.0001321487,0.0002138375,3.028009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806149,"about_ca_system_score_gemma":0.0005411647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007053816,"about_ca_topic_score_gemma":0.0002359711,"domain_scores_codex":[0.9951439,0.00113695,0.002243818,0.000567483,0.00054163,0.0003662494],"domain_scores_gemma":[0.9920305,0.004306864,0.002449282,0.0004294834,0.0005626484,0.0002211952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005748073,0.002086416,0.004900217,0.8416094,0.1353621,0.00003212028,0.00002630347,0.000002618156,6.83463e-8,0.00007556836,0.00004193818,0.01528852],"study_design_scores_gemma":[0.003235754,0.002992091,0.003269133,0.03133706,0.9381703,0.00002614083,0.00001075946,0.000005469543,0.000003783804,0.00001279429,0.02061988,0.0003168404],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00109958,0.9907628,0.00001369405,0.0002935661,0.00004376679,0.006856984,0.0008364762,0.000005733858,0.00008743077],"genre_scores_gemma":[0.01939145,0.97653,0.0001557807,0.00005587541,0.00001749659,0.003297044,0.0005000574,0.00003202408,0.00002032182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8102723,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026511819","doi":"10.1016/j.ijrobp.2009.05.071","title":"Radiation Dose–Volume Effects in the Stomach and Small Bowel","year":2010,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":548,"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":"","keywords":"Medicine; Stomach; Volume (thermodynamics); Nuclear medicine; Gastroenterology","authors":[{"name":"Brian D. Kavanagh","is_ca":false},{"name":"Charlie C. Pan","is_ca":false},{"name":"Laura A. Dawson","is_ca":true},{"name":"Shiva K. Das","is_ca":false},{"name":"X. Allen Li","is_ca":false},{"name":"Randall K. Ten Haken","is_ca":false},{"name":"Moyed Miften","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03296395453538255,"gpt":0.3743930549302757,"spread":0.3414291003948932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001040479,0.0004194894,0.00155487,0.0003610901,0.00006383803,0.00005089901,0.0005432322,0.0007618804,0.00003546053],"category_scores_gemma":[0.0006677401,0.0002815708,0.0005522431,0.0003127012,0.0002084499,0.0001625257,0.00008538729,0.001706744,0.00003758255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248198,"about_ca_system_score_gemma":0.0009977926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002988448,"about_ca_topic_score_gemma":0.00001568914,"domain_scores_codex":[0.9970613,0.0007866767,0.001129053,0.0003625781,0.0003748678,0.0002855817],"domain_scores_gemma":[0.9957842,0.001766126,0.001708935,0.000238393,0.0003513421,0.0001510446],"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":[0.0001810326,0.000404598,0.01851208,0.0002832827,0.0005807223,0.0002254,0.0002055663,0.000004392652,0.000006312811,0.001125175,0.0002421578,0.9782293],"study_design_scores_gemma":[0.004997144,0.001552656,0.02048779,0.001127704,0.001009142,0.001364089,0.00001305682,0.0001695623,0.000005476004,0.001781584,0.9672427,0.0002491651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01499716,0.976804,0.0003849659,0.001229926,0.004123033,0.00139332,0.000069386,0.00003184389,0.0009663627],"genre_scores_gemma":[0.01472733,0.9799427,0.0007441083,0.0006548362,0.0034234,0.0001150348,0.0002653665,0.00005535406,0.00007191503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9779801,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065493387","doi":"10.1016/j.ijrobp.2012.01.023","title":"Pelvic Normal Tissue Contouring Guidelines for Radiation Therapy: A Radiation Therapy Oncology Group Consensus Panel Atlas","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":537,"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 of Toronto; McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Contouring; Radiation therapy; Radiation oncology; Atlas (anatomy); Medical physics; Oncology; Internal medicine; Radiology; Anatomy","authors":[{"name":"Hiram A. Gay","is_ca":false},{"name":"H. Joseph Barthold","is_ca":false},{"name":"Elizabeth O’Meara","is_ca":false},{"name":"Walter Bosch","is_ca":false},{"name":"Issam El Naqa","is_ca":true},{"name":"Rawan Al-Lozi","is_ca":false},{"name":"Seth A. Rosenthal","is_ca":false},{"name":"C.A. Lawton","is_ca":false},{"name":"W. Robert Lee","is_ca":false},{"name":"Howard M. Sandler","is_ca":false},{"name":"Anthony Zietman","is_ca":false},{"name":"Robert J. Myerson","is_ca":false},{"name":"Laura A. Dawson","is_ca":true},{"name":"Christopher G. Willett","is_ca":false},{"name":"Lisa A. Kachnic","is_ca":false},{"name":"Anuja Jhingran","is_ca":false},{"name":"Lorraine Portelance","is_ca":false},{"name":"Janice Ryu","is_ca":false},{"name":"William Small","is_ca":false},{"name":"David K. Gaffney","is_ca":false},{"name":"Akila N. Viswanathan","is_ca":false},{"name":"Jeff M. Michalski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09361766521539297,"gpt":0.4070651549473687,"spread":0.3134474897319758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001283286,0.0003836493,0.000902624,0.0002893581,0.0001455944,0.00003684444,0.0003274806,0.0004893845,0.0001920829],"category_scores_gemma":[0.0008859125,0.0003237438,0.0004298088,0.0002289401,0.0001879565,0.000427224,0.00004681526,0.0004628504,0.00003999544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831342,"about_ca_system_score_gemma":0.0007495159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007042558,"about_ca_topic_score_gemma":0.000009300225,"domain_scores_codex":[0.9968668,0.0004207187,0.00139414,0.0003379527,0.0004463854,0.000534008],"domain_scores_gemma":[0.9944234,0.001418226,0.001828843,0.0002019635,0.001805418,0.0003220783],"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":[0.004468404,0.001202829,0.1530468,0.00001038185,0.00134432,0.00003805772,0.0008185252,0.000164238,0.01347499,0.001959858,0.003861098,0.8196105],"study_design_scores_gemma":[0.04321556,0.01018802,0.1257384,0.00007261413,0.0003370409,0.001080434,0.0001988619,0.002235752,0.0216894,0.002952429,0.7917254,0.0005661267],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648216,0.00979747,0.005217192,0.009774448,0.00760281,0.001371098,0.0001284679,0.00009844588,0.001188462],"genre_scores_gemma":[0.9738243,0.006275875,0.005497014,0.002782705,0.0109392,0.0001319688,0.0003659088,0.00006624189,0.0001168564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8190444,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043352332","doi":"10.1097/sla.0b013e3181dae4ed","title":"Postoperative Complications Following Surgery for Rectal Cancer","year":2010,"lang":"en","type":"review","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":529,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Surgery; Prospective cohort study; Anastomosis; Colorectal cancer; Mortality rate; Cohort study; Complication; Cancer; General surgery; Internal medicine","authors":[{"name":"Bogdan C. Paun","is_ca":true},{"name":"Scott Cassie","is_ca":true},{"name":"Anthony R. MacLean","is_ca":true},{"name":"Elijah Dixon","is_ca":true},{"name":"W. Donald Buie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5072201708413173,"gpt":0.4928386693085737,"spread":0.01438150153274359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006460116,0.0004686468,0.00387701,0.0004419844,0.0001068157,0.00001872747,0.0001117862,0.0004175637,0.0001441839],"category_scores_gemma":[0.000881762,0.000369193,0.003941223,0.0005737459,0.0001003829,0.00009735867,0.00005019465,0.0003840007,0.00002455471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008479937,"about_ca_system_score_gemma":0.001622055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177538,"about_ca_topic_score_gemma":0.00002418291,"domain_scores_codex":[0.9974729,0.0001097311,0.00109002,0.0005437318,0.0003239004,0.0004597287],"domain_scores_gemma":[0.9924088,0.005810045,0.0005998883,0.0005095772,0.00043238,0.0002393787],"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":[0.00007990081,0.0002151569,0.00110759,0.004395652,0.001070529,0.00003869814,0.00001891535,4.878595e-8,0.000002914033,0.0000206566,0.02002613,0.9730238],"study_design_scores_gemma":[0.0001078997,0.00004706037,0.0008112222,0.01518286,0.0008717903,0.00003878144,0.000004000684,8.537396e-7,0.00005854025,0.00002258737,0.9825479,0.0003065584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001666837,0.9925776,0.000006164684,0.001242327,0.001227311,0.001565727,0.0007258247,0.00006108572,0.0009270959],"genre_scores_gemma":[0.0006711935,0.9950734,0.0000913083,0.0004822827,0.0002414588,0.001948917,0.0008653758,0.0001003615,0.0005256984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9727172,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1607229324","doi":"10.1001/archsurg.142.3.298","title":"Laparoscopically Assisted vs Open Colectomy for Colon Cancer","year":2007,"lang":"en","type":"review","venue":"Archives of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":525,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Erasmus Universitair Medisch Centrum Rotterdam; Universitat de Barcelona; Dalhousie University; University of Leeds","keywords":"Medicine; Hazard ratio; Colorectal cancer; Colectomy; Surgery; Laparoscopy; Laparoscopic surgery; Confidence interval; Open surgery; Stage (stratigraphy); Cancer; Internal medicine","authors":[{"name":"H. J. Bonjer","is_ca":false},{"name":"Wim C.J. Hop","is_ca":false},{"name":"Heidi Nelson","is_ca":false},{"name":"Daniel J. Sargent","is_ca":false},{"name":"Antonio M. Lacy","is_ca":false},{"name":"Antoni Castells","is_ca":false},{"name":"P J Guillou","is_ca":false},{"name":"H. Thorpe","is_ca":false},{"name":"Julia Brown","is_ca":false},{"name":"Salvadora Delgado","is_ca":false},{"name":"Esther Kuhrij","is_ca":false},{"name":"Eva Haglind","is_ca":false},{"name":"Lars Påhlman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.286174465722387,"gpt":0.476184947192646,"spread":0.190010481470259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003011441,0.00042842,0.003954068,0.0003717681,0.00006219524,0.00002638439,0.0003289079,0.0002204479,0.0002471122],"category_scores_gemma":[0.0003285393,0.0003299625,0.001236478,0.0004269487,0.0002040597,0.00004841815,0.0002456526,0.0002657562,0.000009962871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708294,"about_ca_system_score_gemma":0.001701877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002221365,"about_ca_topic_score_gemma":0.00009196355,"domain_scores_codex":[0.9975617,0.0001343002,0.0009889876,0.0005643585,0.000274918,0.0004757273],"domain_scores_gemma":[0.9919007,0.0067479,0.0005725306,0.0004459191,0.00007186505,0.0002610366],"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":[0.001707399,0.000349243,0.001413217,0.01986768,0.0009299845,0.00008436022,0.00001618068,4.361067e-8,0.000004551283,0.00003354323,0.002018729,0.9735751],"study_design_scores_gemma":[0.001088555,0.000301333,0.00312382,0.02939811,0.001423414,0.00003829087,0.000001691529,0.000001449124,0.00003892834,0.00004384043,0.9642755,0.0002650167],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003650922,0.986192,0.00002807726,0.00008928552,0.0004956707,0.003821111,0.0004606549,0.00003900069,0.00850907],"genre_scores_gemma":[0.0001153696,0.9931211,0.001343461,0.0001397029,0.0002112723,0.00182322,0.0005760667,0.00008858441,0.002581222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9733101,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038993108","doi":"10.3322/canjclin.54.6.295","title":"The Staging of Colorectal Cancer: 2004 and Beyond","year":2004,"lang":"en","type":"review","venue":"CA A Cancer Journal for Clinicians","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":460,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Colorectal cancer; Staging system; Distant metastasis; Stage (stratigraphy); Cancer; Oncology; TNM staging system; Neoplasm staging; Metastasis; Intensive care medicine; Medical physics; Internal medicine","authors":[{"name":"Carolyn C. Compton","is_ca":true},{"name":"Frederick L. Greene","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07141935489177108,"gpt":0.4495914002897204,"spread":0.3781720453979494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006744231,0.0005159281,0.002562737,0.0001620968,0.0004537632,0.00007015262,0.0002725152,0.0003390589,0.00011636],"category_scores_gemma":[0.0002600037,0.000309914,0.001304356,0.0003739452,0.0003540021,0.00007164286,0.00007331093,0.001027609,0.000003184697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730173,"about_ca_system_score_gemma":0.004906949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850412,"about_ca_topic_score_gemma":0.0004079115,"domain_scores_codex":[0.9969705,0.0001081159,0.001446901,0.000444627,0.0004332633,0.0005966221],"domain_scores_gemma":[0.9965001,0.001159134,0.001330403,0.0002620765,0.0003788165,0.0003694118],"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":[0.0005461426,0.00009039297,0.0003490245,0.008032735,0.001752252,0.00008201723,0.0001486348,0.000007462099,5.919766e-7,0.00004887941,0.001642519,0.9872993],"study_design_scores_gemma":[0.002564837,0.001050531,0.00008553026,0.02639313,0.004879348,0.0004329026,0.00009323804,0.000007062842,0.000005545124,0.0003079523,0.9638941,0.0002858779],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000596543,0.9925709,0.00001586157,0.0006029491,0.002983895,0.001937625,0.0008145288,0.0000192254,0.000458409],"genre_scores_gemma":[0.0001813094,0.9966881,0.0001286124,0.0001361422,0.0008832876,0.0006965718,0.00002296478,0.0001108414,0.001152147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9870135,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379284138","doi":"10.1056/nejmoa2303269","title":"Preoperative Treatment of Locally Advanced Rectal Cancer","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":448,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CancerCare Manitoba","funders":"National Cancer Institute; National Institutes of Health; Schweizerische Arbeitsgemeinschaft für Klinische Krebsforschung; NRG Oncology; ECOG-ACRIN Cancer Research Group; American College of Radiology Imaging Network; Alliance for Clinical Trials in Oncology Foundation","keywords":"FOLFOX; Medicine; Hazard ratio; Oxaliplatin; Colorectal cancer; Chemoradiotherapy; Clinical endpoint; Surgery; Internal medicine; Oncology; Confidence interval; Radiation therapy; Randomized controlled trial; Cancer","authors":[{"name":"Deborah Schrag","is_ca":false},{"name":"Qian Shi","is_ca":false},{"name":"Martin R. Weiser","is_ca":false},{"name":"Marc J. Gollub","is_ca":false},{"name":"Leonard B. Saltz","is_ca":false},{"name":"Benjamin Musher","is_ca":false},{"name":"Joel E. Goldberg","is_ca":false},{"name":"Tareq Al Baghdadi","is_ca":false},{"name":"Karyn A. Goodman","is_ca":false},{"name":"Robert R. McWilliams","is_ca":false},{"name":"Jeffrey M. Farma","is_ca":false},{"name":"Thomas J. George","is_ca":false},{"name":"Hagen F. Kennecke","is_ca":false},{"name":"Ardaman Shergill","is_ca":false},{"name":"Michael Montemurro","is_ca":false},{"name":"Garth D. Nelson","is_ca":false},{"name":"Brian Colgrove","is_ca":false},{"name":"Vallerie Gordon","is_ca":true},{"name":"Alan P. Venook","is_ca":false},{"name":"Eileen M. O’Reilly","is_ca":false},{"name":"Jeffrey A. Meyerhardt","is_ca":false},{"name":"Amylou C. Dueck","is_ca":false},{"name":"Ethan Basch","is_ca":false},{"name":"George J. Chang","is_ca":false},{"name":"Harvey J. Mamon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03744182590264006,"gpt":0.351940593823846,"spread":0.3144987679212059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002201493,0.0001705901,0.0007680673,0.0002125432,0.00002579498,0.000002313632,0.00006361507,0.00005127997,0.000597841],"category_scores_gemma":[0.000214735,0.00009444272,0.0001267677,0.000468848,0.0001016558,0.00006219833,0.0000121167,0.0001267336,0.000007938935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611698,"about_ca_system_score_gemma":0.0004302699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002174671,"about_ca_topic_score_gemma":0.0000963729,"domain_scores_codex":[0.9985694,0.00006171471,0.0005291968,0.0001396052,0.0005028591,0.0001972113],"domain_scores_gemma":[0.9987172,0.0002620566,0.00027029,0.0001319326,0.0002923516,0.0003261048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01141108,0.0003211173,0.05261957,0.00006209202,0.000843656,0.001581236,0.004330855,0.0003137927,0.01118668,0.0000312245,0.003154494,0.9141442],"study_design_scores_gemma":[0.3930575,0.08853564,0.3176491,0.003868632,0.001924149,0.002423345,0.001181321,0.0003471768,0.03833622,0.0005806263,0.1517212,0.0003750864],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846459,0.004681157,0.00004194762,0.006748549,0.0007605517,0.0003064769,0.000007369908,0.00002316931,0.002784877],"genre_scores_gemma":[0.9885633,0.006137519,0.0002612801,0.0001119056,0.001926578,0.00001053299,0.000008078628,0.00001885031,0.002961982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9137691,"threshold_uncertainty_score":0.6545939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2305876893","doi":"10.1093/annonc/mdw062","title":"Long-course oxaliplatin-based preoperative chemoradiation versus 5 × 5 Gy and consolidation chemotherapy for cT4 or fixed cT3 rectal cancer: results of a randomized phase III study","year":2016,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":444,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Juravinski Hospital","funders":"","keywords":"Medicine; Oxaliplatin; Colorectal cancer; Bolus (digestion); Randomized controlled trial; Urology; Toxicity; Chemotherapy; Clinical endpoint; Radiation therapy; Surgery; Cumulative incidence; Nuclear medicine; Gastroenterology; Internal medicine; Cancer; Cohort","authors":[{"name":"Krzysztof Bujko","is_ca":false},{"name":"Lucjan Wyrwicz","is_ca":false},{"name":"Andrzej Rutkowski","is_ca":false},{"name":"Małgorzata Malinowska","is_ca":false},{"name":"Lucyna Pietrzak","is_ca":false},{"name":"J Kryński","is_ca":false},{"name":"Wojciech Michalski","is_ca":false},{"name":"Janusz Olędzki","is_ca":false},{"name":"Jerzy Kuśnierz","is_ca":false},{"name":"Leszek Zając","is_ca":false},{"name":"M. Bednarczyk","is_ca":false},{"name":"Marek Szczepkowski","is_ca":false},{"name":"Wiesław Tarnowski","is_ca":true},{"name":"Ewa Kosakowska","is_ca":false},{"name":"Jakub Zwoliński","is_ca":false},{"name":"Mariola Winiarek","is_ca":false},{"name":"Katarzyna Wiśniowska","is_ca":false},{"name":"M. Partycki","is_ca":false},{"name":"K. Bęczkowska","is_ca":false},{"name":"Wojciech Polkowski","is_ca":false},{"name":"Roman Styliński","is_ca":false},{"name":"Ryszard Wierzbicki","is_ca":false},{"name":"Paweł Bury","is_ca":false},{"name":"M. Jankiewicz","is_ca":false},{"name":"Krzysztof Paprota","is_ca":false},{"name":"M. Lewicka","is_ca":false},{"name":"Bogumiła Ciseł","is_ca":false},{"name":"Magdalena Skórzewska","is_ca":false},{"name":"Jerzy Mielko","is_ca":false},{"name":"Marek Bębenek","is_ca":false},{"name":"Adam Maciejczyk","is_ca":false},{"name":"Bartosz Kapturkiewicz","is_ca":false},{"name":"A. Dybko","is_ca":false},{"name":"Łukasz Hajac","is_ca":false},{"name":"Andrzej Wojnar","is_ca":false},{"name":"Tadeusz Lesniak","is_ca":false},{"name":"J. Zygulska","is_ca":false},{"name":"D. Jantner","is_ca":false},{"name":"Ewa Chudyba","is_ca":false},{"name":"W. Zegarski","is_ca":false},{"name":"Manuela Las‐Jankowska","is_ca":false},{"name":"Michał Jankowski","is_ca":false},{"name":"L Kołodziejski","is_ca":false},{"name":"A. Radkowski","is_ca":false},{"name":"U. Żelazowska-Omiotek","is_ca":false},{"name":"B. Czeremszyńska","is_ca":false},{"name":"Lucyna Kępka","is_ca":false},{"name":"Jarosław Kołb-Sielecki","is_ca":false},{"name":"Z. Toczko","is_ca":false},{"name":"Zbys Fedorowicz","is_ca":false},{"name":"Adam Dziki","is_ca":false},{"name":"Adrian Danek","is_ca":false},{"name":"G Nawrocki","is_ca":false},{"name":"Rafał Sopyło","is_ca":false},{"name":"W. Markiewicz","is_ca":false},{"name":"Piotr Kędzierawski","is_ca":false},{"name":"Jerzy Wydmański","is_ca":false},{"name":"J. Albiński","is_ca":false},{"name":"Renata Banaś","is_ca":false},{"name":"E. Chmielowska","is_ca":false},{"name":"Wiesław Bal","is_ca":false},{"name":"J. Baszczyk-Mnich","is_ca":false},{"name":"Marcin Białas","is_ca":false},{"name":"T. Borowiec","is_ca":false},{"name":"Anna Cencelewicz","is_ca":false},{"name":"Konstanty Chomik","is_ca":false},{"name":"Maciej Chwaliński","is_ca":false},{"name":"I. Ciepela","is_ca":false},{"name":"Dorota Dupla","is_ca":false},{"name":"Artur Florek","is_ca":false},{"name":"A. Górnicki","is_ca":false},{"name":"Krzysztof Jeziorski","is_ca":false},{"name":"Wojciech Jóźwicki","is_ca":false},{"name":"Jarek Kobiela","is_ca":false},{"name":"Masahiko Koda","is_ca":false},{"name":"P Kołodziej","is_ca":false},{"name":"Piotr Kruszewski","is_ca":false},{"name":"Mariusz Kryj","is_ca":false},{"name":"G. Kuciel-Lisiecka","is_ca":false},{"name":"Robert Kwiatkowski","is_ca":false},{"name":"Angela Lachowski","is_ca":false},{"name":"Piotr Liszka-Dalecki","is_ca":false},{"name":"Adam Majewski","is_ca":false},{"name":"Wojciech Majewski","is_ca":false},{"name":"T Majsak","is_ca":false},{"name":"Doualla-Bell Kotto Maka","is_ca":false},{"name":"Marcin Malka","is_ca":false},{"name":"Adam Mazurkiewicz","is_ca":false},{"name":"Jan Morawiec","is_ca":false},{"name":"E. Nogal","is_ca":false},{"name":"M. Olejniczak","is_ca":false},{"name":"D. Olkowski","is_ca":false},{"name":"Krystyna Ostrowska-Cichocka","is_ca":false},{"name":"Mariusz Pietruszka","is_ca":false},{"name":"G. Piotrkowski","is_ca":false},{"name":"M Plewicka","is_ca":false},{"name":"Dorota Porzuczek-Zuziak","is_ca":false},{"name":"Joanna Reszke","is_ca":false},{"name":"Anna Rychter","is_ca":false},{"name":"J. Sadowski","is_ca":false},{"name":"Andrzej Sałata","is_ca":false},{"name":"Krystyna Serkies","is_ca":false},{"name":"Ewa Śrutek","is_ca":false},{"name":"Bartosz Szostak","is_ca":false},{"name":"T. Tuziak","is_ca":false},{"name":"Dariusz Tyralik","is_ca":false},{"name":"Jacek Skoczylas","is_ca":false},{"name":"E. Wachua","is_ca":false},{"name":"Piotr Wandzel","is_ca":false},{"name":"B. Winkler-Spytkowska","is_ca":false},{"name":"Piotr Wojtasik","is_ca":false},{"name":"Konrad Wroński","is_ca":false},{"name":"M. Zemal","is_ca":false},{"name":"Ireneusz Zygulski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09973923631022293,"gpt":0.4517231968530698,"spread":0.3519839605428469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008178533,0.0001765609,0.00122267,0.0001000756,0.00003921287,0.000004012378,0.00005372248,0.0001271697,0.0001616478],"category_scores_gemma":[0.00126161,0.0001079132,0.0001470114,0.0001621222,0.0002628954,0.00007417061,0.00001411038,0.00005369674,8.103898e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134621,"about_ca_system_score_gemma":0.0006515313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002265885,"about_ca_topic_score_gemma":0.0004089123,"domain_scores_codex":[0.9983334,0.0002707786,0.0006825535,0.0003225128,0.0001911436,0.0001996418],"domain_scores_gemma":[0.9954572,0.003090402,0.0005936878,0.0001823507,0.000573982,0.00010237],"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":[0.8814043,0.0027071,0.001524048,0.0000430054,0.000963133,0.00001443019,0.001146584,0.000006245388,0.002960186,0.00001304907,0.0004674544,0.1087504],"study_design_scores_gemma":[0.8783868,0.03437358,0.006072314,0.0001152217,0.000525156,0.000003913121,0.0001804862,0.0005450263,0.07922777,0.00002421122,0.0004207736,0.0001247441],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895473,0.0002853526,0.0001511112,0.005227287,0.0002049945,0.003943133,0.0002044434,0.00002113033,0.0004152514],"genre_scores_gemma":[0.9978777,0.000434798,0.0003104549,0.0001995074,0.00009609164,0.0007645439,0.00005320845,0.00001735118,0.0002463438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086257,"threshold_uncertainty_score":0.4400572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982033359","doi":"10.1007/bf02234296","title":"Defining a learning curve for laparoscopic colorectal resections","year":2001,"lang":"en","type":"review","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":420,"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 Laval; Centre hospitalier universitaire de Québec; St. Michael's Hospital","funders":"","keywords":"Medicine; Colorectal surgery; Surgery; Diverticulitis; Malignancy; Surgical oncology; Laparoscopy; General surgery; Abdominal surgery; Internal medicine","authors":[{"name":"Christopher M. Schlachta","is_ca":true},{"name":"Joseph Mamazza","is_ca":true},{"name":"Pieter A. Seshadri","is_ca":true},{"name":"Margherita Cadeddu","is_ca":true},{"name":"Roger Grégoire","is_ca":true},{"name":"Éric Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04160637757407896,"gpt":0.3702177053403169,"spread":0.328611327766238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001543138,0.0004323305,0.001961583,0.0001785412,0.000269462,0.00002477933,0.0003027929,0.0002647427,0.0001431987],"category_scores_gemma":[0.001858257,0.0002879449,0.001734626,0.0008828746,0.0001721667,0.00003770585,0.0001952381,0.0004929944,0.0000282188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00058457,"about_ca_system_score_gemma":0.0008758797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005690359,"about_ca_topic_score_gemma":0.00004483177,"domain_scores_codex":[0.9977914,0.0003116023,0.0005930735,0.000517429,0.0003590549,0.0004274332],"domain_scores_gemma":[0.9973406,0.001263013,0.0005496852,0.0004618558,0.0001701602,0.0002146459],"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":[0.003514812,0.001423414,0.01627771,0.03464837,0.002948697,0.0000928193,0.0001253621,0.00002711639,0.000002052612,0.0004453203,0.004428796,0.9360656],"study_design_scores_gemma":[0.001560884,0.001506663,0.001511539,0.01483398,0.006292759,0.00008893177,0.00002380156,0.00002104679,0.00001757868,0.0001201124,0.9737202,0.0003024799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003739261,0.989713,0.000003871412,0.00005934358,0.0009127584,0.00311758,0.0003650586,0.0001100675,0.001979114],"genre_scores_gemma":[0.006677623,0.9879891,0.00006123255,0.00002837917,0.0002190681,0.002005649,0.0003306703,0.0001069178,0.002581373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9692914,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037330590","doi":"10.1097/01.mp.0000062859.46942.93","title":"Colorectal Carcinoma: Diagnostic, Prognostic, and Molecular Features","year":2003,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":408,"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":"Microsatellite instability; Medicine; Colorectal cancer; Perineural invasion; Pathological; Adjuvant therapy; Stage (stratigraphy); Oncology; Radiology; Cancer; Lymphovascular invasion; Pathology; Internal medicine; Metastasis; Microsatellite","authors":[{"name":"Carolyn C. Compton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02610814919583872,"gpt":0.3131982515886114,"spread":0.2870901023927727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001428009,0.0006824131,0.002571122,0.0002085797,0.00007021793,0.00002449971,0.0001248642,0.0007884529,0.00007408022],"category_scores_gemma":[0.0006345612,0.0005258737,0.0004442871,0.0002195496,0.0002580362,0.00002691275,0.0001638799,0.0006781901,0.00006577077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307506,"about_ca_system_score_gemma":0.0003281942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009617435,"about_ca_topic_score_gemma":0.00000741237,"domain_scores_codex":[0.9973218,0.0003690067,0.0004709947,0.001010711,0.000254087,0.0005734041],"domain_scores_gemma":[0.9982148,0.0007470085,0.0001924534,0.0004592116,0.00007841253,0.0003081463],"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":[0.00007759566,0.0003290054,0.002847662,0.006536506,0.0003372642,0.02720555,0.0000972852,1.743998e-7,0.000008019595,0.0001831012,0.0002938993,0.9620839],"study_design_scores_gemma":[0.002985574,0.002657014,0.007897377,0.004657846,0.009237161,0.03874593,0.000008013967,0.0000107036,0.00003719623,0.0007703807,0.9317735,0.001219238],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00908997,0.9842125,0.00005465687,0.00004946889,0.0003197217,0.00237189,0.00008858202,0.00009234097,0.003720867],"genre_scores_gemma":[0.008419652,0.9889683,0.0004940568,0.0001941011,0.00009282872,0.001023687,0.0002315029,0.000129923,0.0004459974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608647,"threshold_uncertainty_score":0.9997193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1512863196","doi":"10.1186/1471-2407-3-26","title":"Follow-up of patients with curatively resected colorectal cancer: a practice guideline","year":2003,"lang":"en","type":"review","venue":"BMC Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":394,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Princess Margaret Cancer Centre; Ottawa Regional Cancer Foundation; Hamilton Regional Laboratory Medicine Program; University of Ottawa; University of Toronto; McMaster University","funders":"Cancer Care Ontario","keywords":"Medicine; Randomized controlled trial; Colorectal cancer; Guideline; MEDLINE; Cochrane Library; Surgical oncology; Clinical trial; Internal medicine; Cancer; Surgery; Pathology","authors":[{"name":"A Figueredo","is_ca":true},{"name":"R. Bryan Rumble","is_ca":true},{"name":"Jean A. Maroun","is_ca":true},{"name":"Craig C. Earle","is_ca":false},{"name":"Bernard Cummings","is_ca":true},{"name":"Robin S. McLeod","is_ca":true},{"name":"Lisa Zuraw","is_ca":true},{"name":"Caroline Zwaal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06286591613999173,"gpt":0.4003389568071809,"spread":0.3374730406671892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002306452,0.0007945739,0.003175944,0.0002489958,0.00007652232,0.00002056723,0.0002198647,0.0003992269,0.0016179],"category_scores_gemma":[0.00065234,0.0005283217,0.0006083394,0.001474424,0.0001757024,0.0001755562,0.00009137332,0.0005736424,0.00002386347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023767,"about_ca_system_score_gemma":0.005048944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482786,"about_ca_topic_score_gemma":0.0017703,"domain_scores_codex":[0.9957947,0.0004008682,0.001284552,0.0009000587,0.001073917,0.0005459069],"domain_scores_gemma":[0.9954281,0.0005526641,0.001501479,0.0005081833,0.001704009,0.0003054943],"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":[0.01413189,0.001613955,0.01231698,0.02084575,0.00542465,0.000132144,0.0002305185,0.000009120779,0.000001427839,0.00003935633,0.02732612,0.9179281],"study_design_scores_gemma":[0.00666833,0.001347409,0.0009773445,0.01296157,0.005959465,0.00002645029,0.00001817778,0.000003692902,0.0000118607,0.000001642695,0.9715285,0.0004955419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001254082,0.9872761,0.00001893833,0.00005068399,0.0008867366,0.00405702,0.00124708,0.00006903242,0.005140305],"genre_scores_gemma":[0.0001248378,0.991694,0.001707884,0.0001657082,0.0002483523,0.002650687,0.0005540398,0.0001692773,0.002685195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9442024,"threshold_uncertainty_score":0.9997168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887426913","doi":"10.1186/s13017-018-0192-3","title":"2017 WSES guidelines on colon and rectal cancer emergencies: obstruction and perforation","year":2018,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":388,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Perforation; Colostomy; Colorectal cancer; General surgery; Surgery; Bowel obstruction; Context (archaeology); Cancer; Internal medicine","authors":[{"name":"Michele Pisano","is_ca":false},{"name":"Luigi Zorcolo","is_ca":false},{"name":"Cecilia Merli","is_ca":false},{"name":"Stefania Cimbanassi","is_ca":false},{"name":"Elia Poiasina","is_ca":false},{"name":"Marco Ceresoli","is_ca":false},{"name":"Ferdinando Agresta","is_ca":false},{"name":"Niccolò Allievi","is_ca":false},{"name":"Giovanni Bellanova","is_ca":false},{"name":"Federico Coccolini","is_ca":false},{"name":"Cláudio Saddy Rodrigues Coy","is_ca":false},{"name":"Paola Fugazzola","is_ca":false},{"name":"Carlos Augusto Real Martinez","is_ca":false},{"name":"Giulia Montori","is_ca":false},{"name":"Ciro Paolillo","is_ca":false},{"name":"Thiago José Penachim","is_ca":false},{"name":"Bruno M. Pereira","is_ca":false},{"name":"Tarcisio Reis","is_ca":false},{"name":"Angelo Restivo","is_ca":false},{"name":"João Rezende-Neto","is_ca":true},{"name":"Massimo Sartelli","is_ca":false},{"name":"Massimo Valentino","is_ca":false},{"name":"Fikri M. Abu‐Zidan","is_ca":false},{"name":"Itamar Ashkenazi","is_ca":false},{"name":"Miklosh Bala","is_ca":false},{"name":"Osvaldo Chiara","is_ca":false},{"name":"Nicola De Angelis","is_ca":false},{"name":"Simona Deidda","is_ca":false},{"name":"Belinda De Simone","is_ca":false},{"name":"Salomone Di Saverio","is_ca":false},{"name":"Elena Finotti","is_ca":false},{"name":"Kenji Inaba","is_ca":false},{"name":"Ernest E. Moore","is_ca":false},{"name":"Steven D. Wexner","is_ca":false},{"name":"Walter Biffl","is_ca":false},{"name":"Raúl Coimbra","is_ca":false},{"name":"Angelo Guttadauro","is_ca":false},{"name":"Ari Leppäniemi","is_ca":false},{"name":"Ron Maier","is_ca":false},{"name":"Stefano Magnone","is_ca":false},{"name":"Alain Chicom Mefire","is_ca":false},{"name":"Andrew Peitzmann","is_ca":false},{"name":"Boris Sakakushev","is_ca":false},{"name":"Michael Sugrue","is_ca":false},{"name":"Pierluigi Viale","is_ca":false},{"name":"Dieter Weber","is_ca":false},{"name":"Jeffry L. Kashuk","is_ca":false},{"name":"Gustavo Pereira Fraga","is_ca":false},{"name":"Ioran Kluger","is_ca":false},{"name":"Fausto Catena","is_ca":false},{"name":"Luca Ansaloni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2680391992663053,"gpt":0.4533285683722827,"spread":0.1852893691059775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007449033,0.000466393,0.002061337,0.0007857438,0.0001533814,0.00002038549,0.0000761966,0.0001882897,0.001140489],"category_scores_gemma":[0.000691742,0.0003273551,0.0006827678,0.0006404699,0.00008640689,0.0001885982,0.00004572311,0.0004154067,0.00001058805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800608,"about_ca_system_score_gemma":0.0005023532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005485132,"about_ca_topic_score_gemma":0.0001832078,"domain_scores_codex":[0.9968389,0.000160826,0.001817048,0.0003852003,0.0005153676,0.0002826933],"domain_scores_gemma":[0.9969862,0.0002770133,0.001524377,0.0002171013,0.0007177568,0.0002775633],"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":[0.000402242,0.00009281629,0.006019601,0.003998059,0.0007808317,0.0001199292,0.00004825879,6.254068e-7,0.000004631531,0.000007040366,0.1155488,0.8729772],"study_design_scores_gemma":[0.0002326899,0.000418792,0.002106662,0.01378156,0.001688538,0.000480507,0.00001706095,0.000005081549,0.000006745523,0.0000350924,0.9809451,0.0002822284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01672462,0.9741192,0.000001441472,0.0003235649,0.007857922,0.0003930129,0.00002947361,0.00001597711,0.0005347625],"genre_scores_gemma":[0.0005130355,0.9943475,0.0001172438,0.00004145001,0.002570358,0.00004316454,0.00002315076,0.00005209434,0.002292042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.872695,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069700598","doi":"10.1016/j.ctrv.2008.03.011","title":"Long-term outcome of laparoscopic surgery for colorectal cancer: A cochrane systematic review of randomised controlled trials","year":2008,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":373,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Colorectal cancer; Laparoscopic surgery; Hazard ratio; Cochrane Library; Surgery; Randomized controlled trial; Cancer; Laparoscopy; Colectomy; Meta-analysis; Rectum; Internal medicine; Confidence interval","authors":[{"name":"Esther Kuhry","is_ca":false},{"name":"Robin Gaupset","is_ca":false},{"name":"Ulla Romild","is_ca":false},{"name":"Jaap Bonjer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1825859753002003,"gpt":0.467226585925209,"spread":0.2846406106250087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.003587339,0.001835297,0.08801366,0.000454095,0.00008162144,0.00001481815,0.0003435749,0.000481698,0.0008194543],"category_scores_gemma":[0.006594425,0.0009383067,0.02019049,0.0008880204,0.000219574,0.00006917593,0.0000485171,0.0002310916,0.00002260599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002695636,"about_ca_system_score_gemma":0.002608272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488671,"about_ca_topic_score_gemma":0.00005510644,"domain_scores_codex":[0.9812574,0.003272371,0.01294174,0.001067366,0.0007877784,0.0006733923],"domain_scores_gemma":[0.9726775,0.01215377,0.01296292,0.001252049,0.000559766,0.0003940487],"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":[0.003977013,0.0006676934,0.0005381492,0.8105921,0.01125234,0.00005060996,0.00001915508,5.400126e-8,9.576514e-7,0.0000016123,0.0005558448,0.1723445],"study_design_scores_gemma":[0.05234396,0.0008031218,0.0000150744,0.7718692,0.113056,0.00009458604,8.018258e-7,5.45253e-7,0.00003241968,4.962858e-7,0.06132883,0.0004549024],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007400236,0.8972182,0.00000595403,0.00005043046,0.0008874476,0.1003776,0.001201228,0.00004818263,0.000136944],"genre_scores_gemma":[0.00001286837,0.8500035,0.00005228525,0.0001007792,0.0002815496,0.1478514,0.0007292029,0.0001415057,0.0008269603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1718896,"threshold_uncertainty_score":0.9994392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781601582","doi":"10.1097/sla.0000000000002653","title":"Incidence and Risk Factors for Anastomotic Failure in 1594 Patients Treated by Transanal Total Mesorectal Excision","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":359,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Cancer Research","funders":"Pelican Cancer Foundation; Imperial College London; National Institute for Health and Care Research","keywords":"Medicine; Anastomosis; Surgery; Fistula; Incidence (geometry); Total mesorectal excision; Colorectal cancer; Internal medicine; Cancer","authors":[{"name":"Marta Penna","is_ca":true},{"name":"Roel Hompes","is_ca":false},{"name":"Steve Arnold","is_ca":false},{"name":"Greg Wynn","is_ca":false},{"name":"Ralph Austin","is_ca":false},{"name":"Janindra Warusavitarne","is_ca":false},{"name":"Brendan Moran","is_ca":false},{"name":"George B. Hanna","is_ca":false},{"name":"Neil Mortensen","is_ca":false},{"name":"Paris Tekkis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08090272043781434,"gpt":0.3260263596470159,"spread":0.2451236392092016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002397884,0.0001853553,0.0005354831,0.0002093172,0.0000470532,0.000008427016,0.00003790816,0.0001095282,0.00009462819],"category_scores_gemma":[0.0003884223,0.0001464245,0.0001753539,0.000331318,0.0001449121,0.0001471437,0.00001765017,0.00008968591,0.000002593853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003336879,"about_ca_system_score_gemma":0.00004474329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006907139,"about_ca_topic_score_gemma":0.000176939,"domain_scores_codex":[0.9986682,0.00006370939,0.0003860954,0.0003099535,0.0002712386,0.000300834],"domain_scores_gemma":[0.9986321,0.0007222177,0.0001381797,0.0001354663,0.0002036114,0.0001683928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001453452,0.0003287788,0.9816569,0.00003871058,0.00009245572,0.000009716573,0.0002529871,3.840989e-7,0.0002366654,5.402638e-7,0.001778747,0.01415067],"study_design_scores_gemma":[0.001113356,0.001138081,0.9838735,0.0001645332,0.00006029596,0.000004059762,0.00004415702,0.00009558609,0.01317649,0.00003524162,0.0001642093,0.0001304605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988539,0.0002399069,0.00001338287,0.0001218821,0.00008397899,0.0003887548,0.0002168056,0.00002088802,0.00006049056],"genre_scores_gemma":[0.9994783,0.0002395342,0.00002971235,0.00003832485,0.00003306134,0.00002204473,0.0000996374,0.00001927172,0.00004008439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01402021,"threshold_uncertainty_score":0.5971019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168111444","doi":"10.1200/jco.2006.06.8866","title":"Increasing Negative Lymph Node Count Is Independently Associated With Improved Long-Term Survival in Stage IIIB and IIIC Colon Cancer","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":357,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Dalhousie University; St. Michael's Hospital","funders":"","keywords":"Medicine; Lymph; Stage (stratigraphy); Internal medicine; Colorectal cancer; Lymph node; Cancer; Proportional hazards model; Oncology; Survival analysis; Disease; Gastroenterology; Surgery; Pathology","authors":[{"name":"Paul M. Johnson","is_ca":true},{"name":"Geoff Porter","is_ca":true},{"name":"Rocco Ricciardi","is_ca":true},{"name":"Nancy N. Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06698265246425135,"gpt":0.4229626330922533,"spread":0.355979980628002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00248629,0.0002286533,0.001810214,0.0001492529,0.00004978371,0.00002058476,0.0001108058,0.0004787417,0.000186666],"category_scores_gemma":[0.001743155,0.0001593266,0.0002023978,0.0002850174,0.0003071386,0.0001567423,0.000069434,0.0009189121,0.00000189483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589273,"about_ca_system_score_gemma":0.002190084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646195,"about_ca_topic_score_gemma":0.008300032,"domain_scores_codex":[0.9963543,0.0006799141,0.001751161,0.0003114055,0.0005373118,0.0003658959],"domain_scores_gemma":[0.9938,0.003476277,0.001784361,0.0001277011,0.0004981954,0.0003133952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01863925,0.001748841,0.9676808,0.00002315664,0.0005394347,0.0023011,0.00008430606,0.00001423089,0.0001926952,0.000007144817,0.00002879132,0.008740317],"study_design_scores_gemma":[0.02987929,0.00580635,0.962628,0.0003506563,0.0004091528,0.0001882885,0.00005307432,0.0001473273,0.0001109259,0.00005746946,0.0002239796,0.0001454879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951186,0.000500022,0.00001258741,0.001790802,0.0005178931,0.0003482899,0.00002782788,0.00001154983,0.001672449],"genre_scores_gemma":[0.9973392,0.0004332847,0.0002402526,0.001009085,0.0003875303,0.000013797,0.000005984071,0.00002665368,0.0005441488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124005,"threshold_uncertainty_score":0.6497149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976067359","doi":"10.1200/jco.2004.03.087","title":"Adjuvant Therapy for Stage II Colon Cancer: A Systematic Review From the Cancer Care Ontario Program in Evidence-Based Care’s Gastrointestinal Cancer Disease Site Group","year":2004,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":353,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Ottawa Regional Cancer Foundation","funders":"","keywords":"Medicine; Internal medicine; Folinic acid; Adjuvant therapy; Colorectal cancer; Cancer; Oncology; Randomized controlled trial; Meta-analysis; Clinical trial; Radiation therapy; Stage (stratigraphy); Disease; Surgery","authors":[{"name":"A Figueredo","is_ca":true},{"name":"Manya Charette","is_ca":true},{"name":"Jean A. Maroun","is_ca":true},{"name":"Melissa Brouwers","is_ca":true},{"name":"Lisa Zuraw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2786671240307788,"gpt":0.5453717605522372,"spread":0.2667046365214584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002433012,0.0008809872,0.0125084,0.0001573109,0.0001401646,0.00003813242,0.0008325924,0.0005308554,0.0004932054],"category_scores_gemma":[0.004130746,0.0004601563,0.004079262,0.0005003513,0.0003110943,0.0001402073,0.0001415363,0.002704772,0.00000486988],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01471419,"about_ca_system_score_gemma":0.0512404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0327612,"about_ca_topic_score_gemma":0.1906241,"domain_scores_codex":[0.9889839,0.002013132,0.006356949,0.0008926912,0.001042335,0.0007110015],"domain_scores_gemma":[0.9815648,0.008138706,0.007298786,0.0007631144,0.001329042,0.0009055288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007671493,0.001608656,0.0199542,0.4240269,0.001225147,0.001574109,0.000282373,0.00002625852,7.142093e-8,0.000001733767,0.0002920446,0.543337],"study_design_scores_gemma":[0.007725522,0.01394612,0.005358848,0.6451123,0.01413643,0.00004129744,0.00004019208,0.000004593936,7.120079e-8,0.000004240806,0.3133608,0.0002695629],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003588215,0.9749454,0.00000695573,0.002662356,0.00155841,0.01650606,0.0006894848,0.00002787031,0.0000152235],"genre_scores_gemma":[0.0007498905,0.9822205,0.0008272924,0.002742715,0.001308344,0.01178737,0.0001357,0.0001016386,0.0001265393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5430675,"threshold_uncertainty_score":0.999785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099683566","doi":"10.1016/j.gie.2014.09.018","title":"Self-expandable metal stents for obstructing colonic and extracolonic cancer: European Society of Gastrointestinal Endoscopy (ESGE) Clinical Guideline","year":2014,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":345,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Guideline; Endoscopy; Cancer; General surgery; Colonic cancer; Colorectal cancer; Radiology; Internal medicine; Pathology","authors":[{"name":"Jeanin E. van Hooft","is_ca":false},{"name":"Emo E. van Halsema","is_ca":false},{"name":"Geoffroy Vanbiervliet","is_ca":false},{"name":"Regina G. H. Beets‐Tan","is_ca":false},{"name":"John M. DeWitt","is_ca":false},{"name":"Fergal Donnellan","is_ca":true},{"name":"Jean‐Marc Dumonceau","is_ca":false},{"name":"Rob Glynne‐Jones","is_ca":false},{"name":"Cesare Hassan","is_ca":false},{"name":"Javier Jiménez-Pérez","is_ca":false},{"name":"Søren Meisner","is_ca":false},{"name":"V. Raman Muthusamy","is_ca":false},{"name":"Mike Parker","is_ca":false},{"name":"Jean‐Marc Regimbeau","is_ca":false},{"name":"Charles Sabbagh","is_ca":false},{"name":"Jayesh Sagar","is_ca":false},{"name":"Pieter J. Tanis","is_ca":false},{"name":"Jo Vandervoort","is_ca":false},{"name":"George Webster","is_ca":false},{"name":"Gianpiero Manes","is_ca":false},{"name":"Marc Barthet","is_ca":false},{"name":"Alessandro Repici","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03796652839430661,"gpt":0.3470622189304829,"spread":0.3090956905361762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002326975,0.0005728326,0.001253114,0.0001018908,0.0002208044,0.00004364024,0.0002783706,0.00007134637,0.0001419389],"category_scores_gemma":[0.002039668,0.0005129187,0.0006506481,0.0002953411,0.0004363266,0.0001597478,0.000248108,0.0005422799,0.00001464147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984426,"about_ca_system_score_gemma":0.0004142671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703258,"about_ca_topic_score_gemma":0.00002989352,"domain_scores_codex":[0.9953901,0.000462094,0.001631759,0.0009881401,0.0005398428,0.0009880364],"domain_scores_gemma":[0.9954344,0.002066893,0.0008017787,0.0004817728,0.0006111249,0.0006040504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01000714,0.001581246,0.8501992,0.001294314,0.0006383405,0.0001335095,0.000205235,0.0001311429,0.1206535,0.0001370061,0.002576508,0.01244284],"study_design_scores_gemma":[0.1214443,0.09555263,0.5560799,0.01261773,0.007500528,0.04707676,0.001437761,0.1047587,0.01925351,0.0007638097,0.03037731,0.003137063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9769499,0.0005736101,0.01767088,0.0007509578,0.0003755457,0.001641372,0.0001291048,0.0003079223,0.001600664],"genre_scores_gemma":[0.4682066,0.00007991467,0.5305423,0.0002255727,0.0004876693,0.0001028359,0.00005365474,0.00008695648,0.0002145195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5128714,"threshold_uncertainty_score":0.9997323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108165913","doi":"10.1200/jco.2002.07.132","title":"Adjuvant Therapy in Rectal Cancer: Analysis of Stage, Sex, and Local Control—Final Report of Intergroup 0114","year":2002,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":323,"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":"","keywords":"Medicine; Adjuvant; Colorectal cancer; Stage (stratigraphy); Adjuvant therapy; Cancer; Oncology; Internal medicine; Surgery","authors":[{"name":"Joel E. Tepper","is_ca":true},{"name":"Maria O’Connell","is_ca":true},{"name":"Donna Niedzwiecki","is_ca":true},{"name":"Donna Hollis","is_ca":true},{"name":"Al B. Benson","is_ca":true},{"name":"B. Cummings","is_ca":true},{"name":"L. L. Gunderson","is_ca":true},{"name":"J. S. Macdonald","is_ca":true},{"name":"James A. Martenson","is_ca":true},{"name":"Robert J. Mayer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1581595783775717,"gpt":0.4748456664588628,"spread":0.3166860880812911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002365216,0.0001476395,0.003158883,0.0003785905,0.0000105691,0.000002408894,0.0001073246,0.0002854243,0.0009334527],"category_scores_gemma":[0.001141135,0.000100773,0.0007171714,0.0005246075,0.0004231842,0.00006517221,0.00003580588,0.0006363837,6.244997e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230825,"about_ca_system_score_gemma":0.0003906659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003448899,"about_ca_topic_score_gemma":0.0008426177,"domain_scores_codex":[0.9954364,0.0004290452,0.003289721,0.0002310496,0.0004188119,0.0001949928],"domain_scores_gemma":[0.9946552,0.002091206,0.002464105,0.0001874451,0.0003453874,0.0002566727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009764215,0.001987476,0.670011,0.00001729333,0.003046324,0.003290311,0.0001463128,0.0001132567,0.0001121579,0.000007328891,0.0001504614,0.3113538],"study_design_scores_gemma":[0.0194712,0.02325929,0.9458541,0.0001213603,0.001714531,0.0003773156,0.0001470458,0.002888721,0.0001899053,0.00003326235,0.005853474,0.00008984018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923885,0.003336917,0.0001637045,0.001659887,0.0003605696,0.0001773858,0.00001358189,0.0000035327,0.001895961],"genre_scores_gemma":[0.9932861,0.005491599,0.0003146238,0.0004029201,0.0001483037,0.000005991894,0.000001665175,0.00001018879,0.0003385577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311264,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082160016","doi":"10.1097/01.sla.0000252590.95116.4f","title":"Is the Increasing Rate of Local Excision for Stage I Rectal Cancer in the United States Justified?","year":2007,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Cancer Institute","keywords":"Medicine; Hazard ratio; Perioperative; Colorectal cancer; Stage (stratigraphy); Cancer; Surgery; Confidence interval; Internal medicine","authors":[{"name":"Y. Nancy You","is_ca":false},{"name":"Nancy N. Baxter","is_ca":true},{"name":"Andrew K. Stewart","is_ca":false},{"name":"Heidi Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2782541586409175,"gpt":0.4263269790700654,"spread":0.1480728204291479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033238,0.0001172006,0.0003592839,0.0002005723,0.00004396462,0.000006125439,0.00008228994,0.00006081,0.00009049755],"category_scores_gemma":[0.0003973283,0.00006379062,0.000186297,0.0006906278,0.0001623108,0.00005067132,0.00002608466,0.0001136017,9.384937e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003375581,"about_ca_system_score_gemma":0.0001006097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005134484,"about_ca_topic_score_gemma":0.0002084597,"domain_scores_codex":[0.9987234,0.0001519,0.0004497966,0.0001553287,0.0002451649,0.0002743363],"domain_scores_gemma":[0.9933274,0.005962034,0.0001851929,0.0002208689,0.0002516115,0.0000528596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0541009,0.001625633,0.5435331,0.00135156,0.0008840465,0.0004237511,0.008251881,0.0007502828,0.007495301,0.0003460276,0.02387634,0.3573611],"study_design_scores_gemma":[0.001337665,0.0004047042,0.84285,0.0009624135,0.0001200215,0.00001622977,0.004160607,0.0007622889,0.1252641,0.0004984037,0.02342812,0.0001954223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994432,0.001005508,0.0001537363,0.003567681,0.0001108359,0.0003906516,0.0001198972,0.000008804183,0.0002108381],"genre_scores_gemma":[0.9964945,0.001276384,0.00001794039,0.00197629,0.00005405243,0.00002955386,0.00004608676,0.00001385288,0.00009136001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3571657,"threshold_uncertainty_score":0.7761838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159489361","doi":"10.1148/radiol.13121361","title":"The Use of MR Imaging in Treatment Planning for Patients with Rectal Carcinoma: Have You Checked the “DISTANCE”?","year":2013,"lang":"en","type":"article","venue":"Radiology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":268,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Colorectal cancer; Magnetic resonance imaging; Radiology; Stage (stratigraphy); Proctoscopy; Radiation treatment planning; Cancer; Surgery; Rectum; Radiation therapy; Internal medicine","authors":[{"name":"Stéphanie Nougaret","is_ca":false},{"name":"Caroline Reinhold","is_ca":true},{"name":"Hisham W. Mikhael","is_ca":true},{"name":"Philippe Rouanet","is_ca":false},{"name":"Frédéric Bibeau","is_ca":false},{"name":"Gina Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03443254911868867,"gpt":0.2737988354141149,"spread":0.2393662862954263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006625466,0.0001405055,0.0002972741,0.00003690182,0.00008270319,0.00001020573,0.00006802657,0.00004179543,0.00001488183],"category_scores_gemma":[0.00008975639,0.00006195751,0.00006959336,0.00007907951,0.0001956901,0.00005118897,0.00001805026,0.00007592242,0.00000217466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120352,"about_ca_system_score_gemma":0.00005535221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004834602,"about_ca_topic_score_gemma":0.000104636,"domain_scores_codex":[0.9991226,0.00007249061,0.0002163444,0.0002090286,0.00009066109,0.0002889317],"domain_scores_gemma":[0.9989214,0.0006071958,0.00009885606,0.0002436206,0.00007978846,0.00004916295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001564342,0.0001430851,0.9876444,0.000006815963,0.00007459582,0.00001572642,0.0006707081,0.00002214878,0.00004622446,0.0000405467,0.0002559718,0.009515422],"study_design_scores_gemma":[0.005484705,0.001733394,0.9848762,0.00003086372,0.00006646014,0.00002873798,0.0002003721,0.001058873,0.0001817963,0.0000554515,0.006207377,0.00007572788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968237,0.0005757523,0.00003919974,0.0006437651,0.0001074263,0.001485883,0.00001666884,0.00001206495,0.0002955265],"genre_scores_gemma":[0.9986967,0.0000204775,0.0002738769,0.0000765424,0.00004342143,0.0005539185,0.000037019,0.0000161307,0.0002819329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009439695,"threshold_uncertainty_score":0.2526554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1830195387","doi":"10.1002/bjs.9192_1","title":"Consensus statement on the multidisciplinary management of patients with recurrent and primary rectal cancer beyond total mesorectal excision planes","year":2013,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; Princess Margaret Cancer Centre; McGill University; Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; Mount Sinai Hospital; Western University","funders":"Imperial College London; National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Total mesorectal excision; Delphi method; Colorectal cancer; Delphi; Referral; Multidisciplinary approach; Consensus conference; Voting; General surgery; Surgery; Medical physics; Family medicine; Cancer; Internal medicine; Statistics","authors":[{"name":"Simak Ali","is_ca":false},{"name":"Anthony Antoniou","is_ca":false},{"name":"John Beynon","is_ca":false},{"name":"Aneel Bhangu","is_ca":false},{"name":"Pradeep Bose","is_ca":false},{"name":"Kirsten Boyle","is_ca":false},{"name":"Graham Branagan","is_ca":false},{"name":"Gina Brown","is_ca":false},{"name":"David Burling","is_ca":false},{"name":"George J. Chang","is_ca":false},{"name":"Susan K. Clark","is_ca":true},{"name":"Patrick Colquhoun","is_ca":true},{"name":"Christopher H. Crane","is_ca":false},{"name":"Ara Darzi","is_ca":false},{"name":"Prajnan Das","is_ca":false},{"name":"Johannes H.W. de Wilt","is_ca":false},{"name":"Conor P. Delaney","is_ca":false},{"name":"Anant Desai","is_ca":false},{"name":"Mark Davies","is_ca":false},{"name":"David Dietz","is_ca":false},{"name":"Eric J. Dozois","is_ca":false},{"name":"M. J. Duff","is_ca":false},{"name":"Adam Dziki","is_ca":false},{"name":"J.E.F. Fitzgerald","is_ca":false},{"name":"Frank Frizelle","is_ca":false},{"name":"Bruce George","is_ca":false},{"name":"Mark George","is_ca":false},{"name":"Panagiotis Georgiou","is_ca":false},{"name":"Rob Glynne‐Jones","is_ca":false},{"name":"Robert Goldin","is_ca":false},{"name":"Arun Gupta","is_ca":false},{"name":"Deena Harji","is_ca":false},{"name":"Dean Harris","is_ca":false},{"name":"M. Hawkins","is_ca":false},{"name":"Alexander G. Heriot","is_ca":false},{"name":"Torbjörn Holm","is_ca":false},{"name":"Roel Hompes","is_ca":false},{"name":"Lee Jeys","is_ca":false},{"name":"John T. Jenkins","is_ca":false},{"name":"Ravi P. Kiran","is_ca":false},{"name":"Cherry Koh","is_ca":false},{"name":"Søren Laurberg","is_ca":false},{"name":"Wai Lun Law","is_ca":true},{"name":"A. Sender Liberman","is_ca":true},{"name":"Michelle Marshall","is_ca":false},{"name":"D. Ray McArthur","is_ca":false},{"name":"Alex H. Mirnezami","is_ca":false},{"name":"Brendan Moran","is_ca":false},{"name":"Neil Mortenson","is_ca":false},{"name":"Eddie Myers","is_ca":false},{"name":"R. John Nicholls","is_ca":false},{"name":"P. R. O’Connell","is_ca":false},{"name":"Sarah O’Dwyer","is_ca":false},{"name":"Alex Oliver","is_ca":false},{"name":"Arvind Pallan","is_ca":false},{"name":"Prashant Patel","is_ca":false},{"name":"Uday Patel","is_ca":false},{"name":"Kelvin Ramsey","is_ca":false},{"name":"P. Rasmussen","is_ca":true},{"name":"Carole Richard","is_ca":true},{"name":"H.J.T. Rutten","is_ca":false},{"name":"P. M. Sagar","is_ca":false},{"name":"David Sebag‐Montefiore","is_ca":false},{"name":"Michael J. Solomon","is_ca":false},{"name":"Luca Stocchi","is_ca":true},{"name":"Carol J. Swallow","is_ca":true},{"name":"Diana Tait","is_ca":false},{"name":"Emile Tan","is_ca":false},{"name":"Paris Tekkis","is_ca":false},{"name":"Nicholas van As","is_ca":true},{"name":"T. Vuong","is_ca":true},{"name":"Theo Wiggers","is_ca":false},{"name":"Malcolm Wilson","is_ca":false},{"name":"Desmond C. Winter","is_ca":false},{"name":"Christopher Woodhouse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02036904295898996,"gpt":0.2545276329860457,"spread":0.2341585900270558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456546,0.0001703868,0.0005036208,0.0001052684,0.00008321821,0.00003135015,0.00005371706,0.00004197673,0.0002729339],"category_scores_gemma":[0.00003290667,0.0001120234,0.0001310824,0.0001443844,0.0001433598,0.00009331934,0.00007505462,0.0002167349,0.000002672992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014921,"about_ca_system_score_gemma":0.0001008238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012641,"about_ca_topic_score_gemma":0.000008919339,"domain_scores_codex":[0.9981269,0.00009832445,0.0006342022,0.0001947008,0.0007173256,0.0002285684],"domain_scores_gemma":[0.9984818,0.0004995368,0.0004548737,0.0001108543,0.0002849252,0.0001679825],"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":[0.007971746,0.001734577,0.481498,0.0003897242,0.001082451,0.002377998,0.000186306,0.00001553977,0.00008424355,0.000005431229,0.01010215,0.4945518],"study_design_scores_gemma":[0.002181181,0.0009681707,0.992812,0.002649557,0.0001399337,0.0006236986,0.0001825403,0.00001026628,0.0001503286,0.00003567324,0.000124482,0.0001221248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949927,0.002902667,0.00000116319,0.0004898522,0.0003569926,0.0006307483,0.0000803121,0.000007620803,0.0005379612],"genre_scores_gemma":[0.9972642,0.002216766,0.0002163544,0.00005483883,0.00005860354,0.00004224392,0.00002426631,0.00002090337,0.0001018418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.511314,"threshold_uncertainty_score":0.456818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087951048","doi":"10.1093/jnci/djj396","title":"Population-Based Assessment of the Surgical Management of Locally Advanced Colorectal Cancer","year":2006,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Colorectal cancer; Proportional hazards model; Population; Cancer; Epidemiology; Cancer registry; Logistic regression; Surgery; Internal medicine","authors":[{"name":"Anand Govindarajan","is_ca":true},{"name":"Natalie G. Coburn","is_ca":true},{"name":"Alex Kiss","is_ca":true},{"name":"Linda Rabeneck","is_ca":true},{"name":"Andrew J. Smith","is_ca":true},{"name":"Calvin Law","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467530396870215,"gpt":0.3611705800292979,"spread":0.3364952760605958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002958534,0.0001550187,0.0004071642,0.00009802832,0.00009397449,0.000007627141,0.0002889725,0.00006449241,0.0001532762],"category_scores_gemma":[0.00003449012,0.00008641899,0.00040615,0.0005595195,0.0001626551,0.0001227698,0.00006837238,0.0002412487,3.254897e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548729,"about_ca_system_score_gemma":0.001259315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000554733,"about_ca_topic_score_gemma":0.0004266764,"domain_scores_codex":[0.9971694,0.00006747375,0.0007494485,0.0001434762,0.001715549,0.0001546156],"domain_scores_gemma":[0.9979266,0.00009423089,0.0009012849,0.0001284481,0.0008900991,0.00005935676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002122017,0.0007624435,0.7437478,0.0002770341,0.0007290117,0.00004395484,0.00001887033,0.2399779,0.001607975,0.0050089,0.0007239128,0.004980193],"study_design_scores_gemma":[0.004676259,0.0001607326,0.9821727,0.0008590519,0.0002849342,0.00004235082,0.000006022551,0.0008631239,0.005960755,0.0004479666,0.004437222,0.00008882563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900002,0.0006081053,0.00005839222,0.002206126,0.001743317,0.0005009529,0.0001006008,0.000005950064,0.00477632],"genre_scores_gemma":[0.9981194,0.00009527434,0.0008935235,0.0001600572,0.0003304981,0.0000482795,0.000006939411,0.00001233979,0.0003336742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391148,"threshold_uncertainty_score":0.4049872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967037538","doi":"10.1111/codi.12618","title":"Preoperative risk factors for anastomotic leakage after resection for colorectal cancer: a systematic review and meta‐analysis","year":2014,"lang":"en","type":"review","venue":"Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Colorectal cancer; Anastomosis; Resection; Surgery; General surgery; Oncology; Cancer; Internal medicine","authors":[{"name":"Hans‐Christian Pommergaard","is_ca":false},{"name":"Bodil Gessler","is_ca":false},{"name":"Jakob Burcharth","is_ca":false},{"name":"Eva Angenete","is_ca":false},{"name":"E. Haglind","is_ca":false},{"name":"Jacob Rosenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05007680336085626,"gpt":0.3706534879692739,"spread":0.3205766846084177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005974824,0.00120841,0.01184025,0.0004948699,0.0002671342,0.00009298533,0.0002165733,0.000344149,0.0002776544],"category_scores_gemma":[0.002071027,0.0007702711,0.006735832,0.001188521,0.0001814314,0.000132459,0.0001173887,0.0003667569,0.00001137226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008347177,"about_ca_system_score_gemma":0.0005655101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007400634,"about_ca_topic_score_gemma":0.000439208,"domain_scores_codex":[0.9952261,0.0008564205,0.001353289,0.001459488,0.0004549889,0.0006497432],"domain_scores_gemma":[0.9948719,0.002149555,0.0009999366,0.0005896622,0.0004403654,0.0009485803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001517948,0.0002284558,0.000208314,0.8209175,0.1762009,0.00002221474,0.00006176792,0.000002083724,3.717657e-8,0.000006791824,0.0001020062,0.000731971],"study_design_scores_gemma":[0.0008392739,0.001879366,0.0005944215,0.03887646,0.9520707,0.0000105413,0.0000106687,0.0001720035,0.000001732105,0.00001554613,0.004859099,0.000670151],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00121639,0.9584279,0.0001310813,0.00004825041,0.0001610606,0.03231503,0.007556072,0.0001129945,0.00003122729],"genre_scores_gemma":[0.009764994,0.9046715,0.00006980062,0.0001165763,0.0001072449,0.08304159,0.001360678,0.0001548312,0.0007127426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.782041,"threshold_uncertainty_score":0.9994748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081772067","doi":"10.1136/jcp.2006.044537","title":"Selecting immunohistochemical cut-off scores for novel biomarkers of progression and survival in colorectal cancer","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Faculty of Medicine, McGill University; McGill University; Novartis Foundation","keywords":"Colorectal cancer; Immunohistochemistry; Oncology; Medicine; Cancer; Internal medicine; Bioinformatics; Pathology; Biology","authors":[{"name":"Inti Zlobec","is_ca":true},{"name":"Russell Steele","is_ca":true},{"name":"Luigi Terracciano","is_ca":false},{"name":"Jeremy R. Jass","is_ca":true},{"name":"Alessandro Lugli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05238230559351764,"gpt":0.4365020564918681,"spread":0.3841197508983505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372516,0.0001347949,0.0009916323,0.0001362116,0.00002520749,0.000004255532,0.00007670637,0.0002518021,0.00001580682],"category_scores_gemma":[0.001524822,0.00009865253,0.0002696713,0.0001860631,0.0003170914,0.00004958781,0.00004601363,0.0003865015,2.221544e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105813,"about_ca_system_score_gemma":0.0002761708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004079558,"about_ca_topic_score_gemma":0.00008360643,"domain_scores_codex":[0.9977276,0.0001247892,0.001471521,0.0002181542,0.0002244475,0.0002335028],"domain_scores_gemma":[0.9972836,0.001441398,0.0008119363,0.00007235353,0.0002828555,0.000107891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0131452,0.001054049,0.8502275,0.00007336108,0.0001245828,0.0001991991,0.00003590926,0.00000491431,0.1037237,0.00002877247,0.0001113134,0.0312715],"study_design_scores_gemma":[0.01206965,0.0041015,0.9688124,0.0003738556,0.0001741148,0.0005431153,0.00002527274,0.0001913842,0.0130187,0.0002566293,0.0003270044,0.0001063419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959751,0.002177735,0.00008503009,0.0004729555,0.0006393188,0.0003411059,0.00001144021,0.000006364948,0.0002909734],"genre_scores_gemma":[0.9953492,0.0002111346,0.004000662,0.00003897817,0.000341472,0.00002082251,0.000004173888,0.00001624481,0.00001729029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185849,"threshold_uncertainty_score":0.4022934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109361172","doi":"10.1200/jco.2009.26.5264","title":"Impact of Short-Course Preoperative Radiotherapy for Rectal Cancer on Patients' Quality of Life: Data From the Medical Research Council CR07/National Cancer Institute of Canada Clinical Trials Group C016 Randomized Clinical Trial","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hôtel-Dieu de Québec; Hotel Dieu Hospital; Medical Council of Canada","funders":"","keywords":"Medicine; Quality of life (healthcare); Sexual function; Colorectal cancer; Radiation therapy; Clinical trial; Cancer; Randomized controlled trial; Chemoradiotherapy; Surgery; Internal medicine","authors":[{"name":"Richard Stephens","is_ca":false},{"name":"Lindsay C Thompson","is_ca":true},{"name":"Philip Quirke","is_ca":true},{"name":"R. Steele","is_ca":true},{"name":"Robert Grieve","is_ca":true},{"name":"Jean Couture","is_ca":true},{"name":"Gareth Griffiths","is_ca":true},{"name":"David Sebag‐Montefiore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7352409241861854,"gpt":0.6833024811672459,"spread":0.05193844301893946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2306308,0.0003412818,0.008995271,0.00008785717,0.00009758517,0.00001196313,0.001227429,0.001255032,0.00183075],"category_scores_gemma":[0.5638784,0.0001735182,0.002882849,0.0003298649,0.003228882,0.0001969139,0.0002175014,0.003749451,6.110461e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516026,"about_ca_system_score_gemma":0.1355297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09531502,"about_ca_topic_score_gemma":0.3634803,"domain_scores_codex":[0.9524061,0.02199678,0.01734101,0.0007924539,0.006931885,0.0005317889],"domain_scores_gemma":[0.5362372,0.4269889,0.01427456,0.001625486,0.01873902,0.00213477],"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":[0.7190817,0.009151393,0.1755458,0.00002285971,0.007519671,0.00001774633,0.00006799577,0.0000193689,0.00001848702,0.00007203262,0.02815553,0.06032739],"study_design_scores_gemma":[0.5659811,0.02396498,0.3937619,0.0002251086,0.001023836,0.000003577189,0.00002815278,0.001022397,0.000009635363,0.0001840076,0.01365428,0.0001409847],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743489,0.001112223,0.0001253909,0.006738807,0.01208572,0.003383482,0.001831234,0.000004531024,0.0003697063],"genre_scores_gemma":[0.9835442,0.004718356,0.0008145628,0.001116042,0.00948518,0.0001568721,0.00008356514,0.00003330005,0.00004786927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4161688,"threshold_uncertainty_score":0.9994838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143423494","doi":"10.1093/jnci/95.10.708","title":"Relation of Hospital Volume to Colostomy Rates and Survival for Patients With Rectal Cancer","year":2003,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Agency for Healthcare Research and Quality","keywords":"Colostomy; Medicine; Colorectal cancer; Volume (thermodynamics); Relation (database); Cancer; General surgery; Oncology; Internal medicine; Computer science; Database","authors":[{"name":"David Hodgson","is_ca":true},{"name":"William Zhang","is_ca":true},{"name":"Alan M. Zaslavsky","is_ca":true},{"name":"Charles S. Fuchs","is_ca":true},{"name":"William E. Wright","is_ca":true},{"name":"John Z. Ayanian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02482152497681336,"gpt":0.3212485630762269,"spread":0.2964270380994135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002025507,0.0001093627,0.0002613026,0.00008714217,0.0000787592,0.00001000602,0.00007113648,0.00004782252,0.00004513564],"category_scores_gemma":[0.0004820647,0.00006723709,0.0000910154,0.0002705546,0.0000857348,0.0001991668,0.00001702698,0.000119278,5.232031e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013082,"about_ca_system_score_gemma":0.0007143579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005446732,"about_ca_topic_score_gemma":0.0001226108,"domain_scores_codex":[0.9987692,0.00003084379,0.0003050052,0.0001198829,0.000658847,0.0001161835],"domain_scores_gemma":[0.997907,0.00008108677,0.000340377,0.00005215942,0.00151928,0.0001001362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002757041,0.0003548223,0.9911581,0.00004903539,0.0003924295,0.000002365557,0.0002036689,0.001124321,0.0001717049,0.0004738365,0.001882716,0.001429928],"study_design_scores_gemma":[0.00518976,0.001713122,0.96188,0.0002677102,0.0001913626,0.00001127602,0.00001340278,0.00003256665,0.001368308,0.0002169893,0.02901202,0.0001034481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948087,0.0002650759,0.00006640287,0.001496807,0.002018701,0.000612741,0.00009859233,0.000003313481,0.0006296581],"genre_scores_gemma":[0.9981995,0.00004720665,0.0008992636,0.0001818792,0.0002206013,0.00005756015,0.000004268553,0.00001166149,0.00037809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0292781,"threshold_uncertainty_score":0.2741849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251569536","doi":"10.1002/bjs.9192","title":"Consensus statement on the multidisciplinary management of patients with recurrent and primary rectal cancer beyond total mesorectal excision planes","year":2013,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; Princess Margaret Cancer Centre; McGill University; Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; Mount Sinai Hospital; Western University","funders":"Imperial College London; National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Total mesorectal excision; Delphi method; Colorectal cancer; Consensus conference; Delphi; Referral; Multidisciplinary approach; Voting; Multidisciplinary team; General surgery; Surgery; Medical physics; Family medicine; Cancer; Internal medicine; Nursing; Statistics","authors":[{"name":"Simak Ali","is_ca":false},{"name":"Anthony Antoniou","is_ca":false},{"name":"John Beynon","is_ca":false},{"name":"Aneel Bhangu","is_ca":false},{"name":"Pradeep Bose","is_ca":false},{"name":"Kirsten Boyle","is_ca":false},{"name":"Graham Branagan","is_ca":false},{"name":"Gina Brown","is_ca":false},{"name":"David Burling","is_ca":false},{"name":"George J. Chang","is_ca":false},{"name":"Susan K. Clark","is_ca":true},{"name":"Patrick Colquhoun","is_ca":true},{"name":"Christopher H. Crane","is_ca":false},{"name":"Ara Darzi","is_ca":false},{"name":"Prajnan Das","is_ca":false},{"name":"Johannes H. W. de Wilt","is_ca":false},{"name":"Conor P. Delaney","is_ca":false},{"name":"Anant Desai","is_ca":false},{"name":"Mark Davies","is_ca":false},{"name":"David Dietz","is_ca":false},{"name":"Eric J. Dozois","is_ca":false},{"name":"M. J. Duff","is_ca":false},{"name":"Adam Dziki","is_ca":false},{"name":"J.E.F. Fitzgerald","is_ca":false},{"name":"Frank Frizelle","is_ca":false},{"name":"Bruce George","is_ca":false},{"name":"Mark George","is_ca":false},{"name":"Panagiotis Georgiou","is_ca":false},{"name":"R. Glynne‐Jones","is_ca":false},{"name":"Robert Goldin","is_ca":false},{"name":"Arun Gupta","is_ca":false},{"name":"Deena Harji","is_ca":false},{"name":"Dean Harris","is_ca":false},{"name":"M. Hawkins","is_ca":false},{"name":"Alexander G. Heriot","is_ca":false},{"name":"Torbjörn Holm","is_ca":false},{"name":"Roel Hompes","is_ca":false},{"name":"Lee Jeys","is_ca":false},{"name":"John T. Jenkins","is_ca":false},{"name":"Ravi P. Kiran","is_ca":false},{"name":"Cherry Koh","is_ca":false},{"name":"Søren Laurberg","is_ca":false},{"name":"Wai Lun Law","is_ca":true},{"name":"A. Sender Liberman","is_ca":true},{"name":"Michelle Marshall","is_ca":false},{"name":"D. Ray McArthur","is_ca":false},{"name":"Alex H. Mirnezami","is_ca":false},{"name":"Brendan Moran","is_ca":false},{"name":"Neil Mortenson","is_ca":false},{"name":"Eddie Myers","is_ca":false},{"name":"R. John Nicholls","is_ca":false},{"name":"P. R. O’Connell","is_ca":false},{"name":"Sarah O’Dwyer","is_ca":false},{"name":"Alex Oliver","is_ca":false},{"name":"Arvind Pallan","is_ca":false},{"name":"Prashant Patel","is_ca":false},{"name":"Uday Patel","is_ca":false},{"name":"Kelvin Ramsey","is_ca":false},{"name":"P. Rasmussen","is_ca":true},{"name":"Carole Richard","is_ca":true},{"name":"H.J.T. Rutten","is_ca":false},{"name":"P. M. Sagar","is_ca":false},{"name":"David Sebag‐Montefiore","is_ca":false},{"name":"Michael J. Solomon","is_ca":false},{"name":"Luca Stocchi","is_ca":true},{"name":"Carol J. Swallow","is_ca":true},{"name":"Diana Tait","is_ca":false},{"name":"Emile Tan","is_ca":false},{"name":"Paris Tekkis","is_ca":false},{"name":"Nicholas van As","is_ca":true},{"name":"T. Vuong","is_ca":true},{"name":"Theo Wiggers","is_ca":false},{"name":"Malcolm Wilson","is_ca":false},{"name":"Desmond C. Winter","is_ca":false},{"name":"Christopher Woodhouse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02036904295898996,"gpt":0.2545276329860457,"spread":0.2341585900270558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456546,0.0001703868,0.0005036208,0.0001052684,0.00008321821,0.00003135015,0.00005371706,0.00004197673,0.0002729339],"category_scores_gemma":[0.00003290667,0.0001120234,0.0001310824,0.0001443844,0.0001433598,0.00009331934,0.00007505462,0.0002167349,0.000002672992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014921,"about_ca_system_score_gemma":0.0001008238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012641,"about_ca_topic_score_gemma":0.000008919339,"domain_scores_codex":[0.9981269,0.00009832445,0.0006342022,0.0001947008,0.0007173256,0.0002285684],"domain_scores_gemma":[0.9984818,0.0004995368,0.0004548737,0.0001108543,0.0002849252,0.0001679825],"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":[0.007971746,0.001734577,0.481498,0.0003897242,0.001082451,0.002377998,0.000186306,0.00001553977,0.00008424355,0.000005431229,0.01010215,0.4945518],"study_design_scores_gemma":[0.002181181,0.0009681707,0.992812,0.002649557,0.0001399337,0.0006236986,0.0001825403,0.00001026628,0.0001503286,0.00003567324,0.000124482,0.0001221248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949927,0.002902667,0.00000116319,0.0004898522,0.0003569926,0.0006307483,0.0000803121,0.000007620803,0.0005379612],"genre_scores_gemma":[0.9972642,0.002216766,0.0002163544,0.00005483883,0.00005860354,0.00004224392,0.00002426631,0.00002090337,0.0001018418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.511314,"threshold_uncertainty_score":0.456818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120986439","doi":"10.1002/14651858.cd002102.pub2","title":"Pre-operative radiotherapy and curative surgery for the management of localized rectal carcinoma","year":2007,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; McMaster University; St. Joseph's Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal cancer; Randomized controlled trial; Hazard ratio; Radiation therapy; Surgery; Odds ratio; Neoadjuvant therapy; Clinical trial; Cancer; Internal medicine; Confidence interval","authors":[{"name":"Rebecca Wong","is_ca":true},{"name":"Ved Tandan","is_ca":true},{"name":"Shiroma De Silva","is_ca":true},{"name":"A Figueredo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1638765932326571,"gpt":0.438724572354068,"spread":0.2748479791214109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004284674,0.0007014603,0.01019383,0.000212782,0.00006905953,0.00001687024,0.0002759188,0.0001528584,0.000095588],"category_scores_gemma":[0.0005587726,0.0003361329,0.001482253,0.0005809486,0.0002475623,0.00008230903,0.0001012676,0.0001974978,0.000006948139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499369,"about_ca_system_score_gemma":0.0001874811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002970004,"about_ca_topic_score_gemma":0.000004818606,"domain_scores_codex":[0.9940168,0.000976473,0.003544164,0.0005923176,0.0005716039,0.0002986149],"domain_scores_gemma":[0.9899995,0.005749447,0.002440968,0.001419058,0.0002482712,0.0001427177],"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":[0.0002195652,0.0001179218,0.000006005943,0.8375106,0.002124233,0.00004555647,0.0001494454,3.589323e-8,6.677553e-7,0.00009671954,0.0005049258,0.1592243],"study_design_scores_gemma":[0.001023224,0.0002554231,0.000008000336,0.8048089,0.01011581,0.0002360022,0.00009160602,0.00003287673,0.000009040831,0.000001424551,0.1831757,0.0002419155],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001766551,0.9646911,0.002513953,0.00001637401,0.0002325662,0.03175072,0.0005932261,0.00001240455,0.0001719948],"genre_scores_gemma":[0.00002117601,0.9906771,0.002566155,0.00002553565,0.0000723828,0.005724215,0.000548831,0.00006474689,0.0002998186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1826708,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519652425","doi":"10.1007/s11605-016-3255-3","title":"Emerging Trends in the Etiology, Prevention, and Treatment of Gastrointestinal Anastomotic Leakage","year":2016,"lang":"en","type":"review","venue":"Journal of Gastrointestinal Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anastomosis; Leak; Intensive care medicine; Etiology; General surgery; Surgery; Internal medicine","authors":[{"name":"Sami A. Chadi","is_ca":true},{"name":"Abe Fingerhut","is_ca":false},{"name":"Mariana Berho","is_ca":false},{"name":"Steven R. DeMeester","is_ca":false},{"name":"James W. Fleshman","is_ca":false},{"name":"Neil Hyman","is_ca":false},{"name":"David A. Margolin","is_ca":false},{"name":"Joseph Martz","is_ca":false},{"name":"Elisabeth C. McLemore","is_ca":false},{"name":"Daniela Molena","is_ca":false},{"name":"Martin Newman","is_ca":false},{"name":"Janice F. Rafferty","is_ca":false},{"name":"Bashar Safar","is_ca":false},{"name":"Anthony J. Senagore","is_ca":false},{"name":"Oded Zmora","is_ca":false},{"name":"Steven D. Wexner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0749357321114465,"gpt":0.370550499311975,"spread":0.2956147672005285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001166236,0.0005675624,0.003255374,0.001211538,0.00004976782,0.00002012656,0.0001771778,0.00008202043,0.0001876153],"category_scores_gemma":[0.0006240791,0.0002902889,0.001577365,0.0006968135,0.0002724103,0.000104717,0.00004472185,0.0004605924,0.000004979142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005526792,"about_ca_system_score_gemma":0.0006198806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001890999,"about_ca_topic_score_gemma":0.00001988296,"domain_scores_codex":[0.99597,0.0006530093,0.002035785,0.0003479551,0.0004966663,0.0004965699],"domain_scores_gemma":[0.9947888,0.002353754,0.002071867,0.0003176482,0.0002362885,0.0002316247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005698919,0.0008715391,0.04205764,0.001304168,0.0002008281,0.003629912,0.00003590211,5.549235e-7,0.000005142728,0.000009227382,0.0002884343,0.9510267],"study_design_scores_gemma":[0.004064438,0.02030415,0.09703832,0.2087152,0.003893902,0.4392329,0.0001544632,0.000006058425,0.00000324755,0.00009823711,0.2259312,0.0005577567],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01872312,0.9795176,0.0001447048,0.000471635,0.0002001101,0.0005003371,0.00002687834,0.0000152666,0.0004003533],"genre_scores_gemma":[0.006717741,0.9902847,0.001886817,0.00001644849,0.0005365274,0.00003874662,0.00003015612,0.00006296382,0.0004258752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.950469,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097755600","doi":"10.1136/gut.2003.028365","title":"Histological categorisation of fibrotic cancer stroma in advanced rectal cancer","year":2004,"lang":"en","type":"article","venue":"Gut","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Stroma; Stromal cell; Pathology; Biology; Adenocarcinoma; Cancer cell; Colorectal cancer; Cancer; Immunohistochemistry; Medicine","authors":[{"name":"Hideki Ueno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0281031664890799,"gpt":0.3328325325583069,"spread":0.304729366069227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004133459,0.0001129508,0.0003078687,0.00007042168,0.00001666962,0.000002165933,0.00004727987,0.0000802392,0.0003518734],"category_scores_gemma":[0.00005334928,0.0000916642,0.00006588511,0.0002493731,0.00005900395,0.00005379813,0.000020548,0.0001227171,0.00001225248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118585,"about_ca_system_score_gemma":0.0002372045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003807586,"about_ca_topic_score_gemma":0.001435129,"domain_scores_codex":[0.9991283,0.00001998119,0.0002315343,0.0002263086,0.0001956303,0.000198252],"domain_scores_gemma":[0.9996297,0.00003133059,0.00007984584,0.0001313388,0.00005246931,0.00007535397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003225653,0.0007879371,0.877427,0.0002185271,0.0001371576,0.0003166051,0.0009874532,0.003089787,0.05842442,0.0006045157,0.0001065754,0.05467438],"study_design_scores_gemma":[0.004352555,0.0006590896,0.9864926,0.0002095681,0.00005401807,0.00001603577,0.00004721883,0.00003981015,0.006916445,0.0006156854,0.0004861055,0.0001109158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950042,0.001588128,0.00001688218,0.0007334893,0.0002342244,0.000380814,0.00001352614,0.00003274994,0.001995931],"genre_scores_gemma":[0.9987903,0.0002115031,0.0003941357,0.00007368859,0.00005538421,0.000196743,0.00001189231,0.00001135783,0.0002549806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090656,"threshold_uncertainty_score":0.5755957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400429684","doi":"10.1016/j.annonc.2024.06.019","title":"Total neoadjuvant therapy with mFOLFIRINOX versus preoperative chemoradiotherapy in patients with locally advanced rectal cancer: long-term results of the UNICANCER-PRODIGE 23 trial","year":2024,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer; Unicancer; Ministère des Affaires Sociales et de la Santé; Ligue Contre le Cancer","keywords":"Medicine; Colorectal cancer; Neoadjuvant therapy; Internal medicine; Chemoradiotherapy; Clinical endpoint; Population; Surgery; Chemotherapy; Oncology; Randomized controlled trial; Cancer; Breast cancer","authors":[{"name":"Thierry Conroy","is_ca":false},{"name":"Florence Castan","is_ca":false},{"name":"Pierre-Luc Etienne","is_ca":false},{"name":"E. Rio","is_ca":false},{"name":"Nathalie Mesgouez‐Nebout","is_ca":false},{"name":"Ludovic Evesque","is_ca":false},{"name":"V. Vendrely","is_ca":false},{"name":"Xavier Artignan","is_ca":false},{"name":"Olivier Bouché","is_ca":false},{"name":"D. Gargot","is_ca":false},{"name":"Valérie Boige","is_ca":false},{"name":"Nathalie Bonichon-Lamichhane","is_ca":false},{"name":"Christophe Louvet","is_ca":false},{"name":"Clotilde Morand","is_ca":false},{"name":"Christelle de la Fouchardière","is_ca":false},{"name":"Alice Boilève","is_ca":false},{"name":"Matthieu Delaye","is_ca":false},{"name":"Sophie Gourgou","is_ca":false},{"name":"Veronica Pezzella","is_ca":false},{"name":"Christophe Borg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05252091223294044,"gpt":0.3767876933115499,"spread":0.3242667810786095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001961909,0.0002779234,0.0008765718,0.0001083085,0.000034324,0.000009106767,0.0001864731,0.0001475482,0.00006847698],"category_scores_gemma":[0.00005681015,0.0001520126,0.0001405018,0.0006571158,0.0004059004,0.0001222782,0.00004677011,0.0003083877,0.000001602089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004126657,"about_ca_system_score_gemma":0.001397908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003200062,"about_ca_topic_score_gemma":0.001450829,"domain_scores_codex":[0.9979814,0.0001603824,0.0005396387,0.0005085272,0.0004576941,0.0003524164],"domain_scores_gemma":[0.9985772,0.0003101185,0.0002619407,0.0004147024,0.0003356499,0.0001003878],"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":[0.719973,0.001544113,0.07396737,0.0000683528,0.000756047,0.0001085529,0.001147806,0.0001999998,0.0002049939,0.00001854956,0.00009327367,0.201918],"study_design_scores_gemma":[0.2526256,0.1054279,0.6234087,0.001018927,0.00009717744,0.00001246911,0.00005289657,0.00003323884,0.01573735,0.000008655279,0.001329511,0.000247517],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900385,0.002538571,0.000002044692,0.00188685,0.0005963334,0.002540336,0.0001048323,0.00002947689,0.00226308],"genre_scores_gemma":[0.997324,0.001671428,0.00009640707,0.0001723996,0.0001102761,0.000288796,0.00003086366,0.00003825244,0.0002675852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5494413,"threshold_uncertainty_score":0.6198894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896936894","doi":"10.1016/s2468-1253(18)30301-7","title":"Factors affecting local regrowth after watch and wait for patients with a clinical complete response following chemoradiotherapy in rectal cancer (InterCoRe consortium): an individual participant data meta-analysis","year":2018,"lang":"en","type":"review","venue":"The Lancet. Gastroenterology & hepatology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":189,"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 of Toronto; University Health Network","funders":"Manchester Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Meta-analysis; Chemoradiotherapy; Colorectal cancer; Medicine; Cancer; Oncology; Medical physics; Internal medicine","authors":[{"name":"Sami A. Chadi","is_ca":true},{"name":"Lee Malcomson","is_ca":false},{"name":"Joie Ensor","is_ca":false},{"name":"Richard D Riley","is_ca":false},{"name":"Carlos Vaccaro","is_ca":false},{"name":"Gustavo Rossi","is_ca":false},{"name":"I. R. Daniels","is_ca":false},{"name":"Neil Smart","is_ca":false},{"name":"M. Osborne","is_ca":false},{"name":"Geerard L. Beets","is_ca":false},{"name":"Monique Maas","is_ca":false},{"name":"Danielle S. Bitterman","is_ca":false},{"name":"Kevin Du","is_ca":false},{"name":"Simon Gollins","is_ca":false},{"name":"Arthur Sun Myint","is_ca":false},{"name":"F. M. Smith","is_ca":false},{"name":"Mark Saunders","is_ca":false},{"name":"Nigel Scott","is_ca":false},{"name":"Sarah O’Dwyer","is_ca":false},{"name":"Rodrigo Otávio Araújo","is_ca":false},{"name":"Marcus Valadão","is_ca":false},{"name":"Alberto Lopes","is_ca":false},{"name":"Cheng-Wen Hsiao","is_ca":false},{"name":"Chien-Liang Lai","is_ca":false},{"name":"Radhika Smith","is_ca":false},{"name":"Emily Carter Paulson","is_ca":false},{"name":"Ane Appelt","is_ca":false},{"name":"Anders Jakobsen","is_ca":false},{"name":"Steven D. Wexner","is_ca":false},{"name":"Angelita Habr‐Gama","is_ca":false},{"name":"Guilherme Pagin São Julião","is_ca":false},{"name":"Rodrigo Oliva Perez","is_ca":false},{"name":"Andrew G. Renehan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3888422198209446,"gpt":0.4515323416269081,"spread":0.0626901218059635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002785081,0.001064145,0.01139395,0.0003692812,0.000144916,0.00004970359,0.0009072969,0.0006575776,0.0001254634],"category_scores_gemma":[0.0002275595,0.0005971579,0.001838519,0.0005284397,0.00118141,0.0001444129,0.0005347559,0.001152033,0.00000292841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419046,"about_ca_system_score_gemma":0.0003091265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003490263,"about_ca_topic_score_gemma":0.01547872,"domain_scores_codex":[0.9900943,0.004027412,0.001834626,0.002170305,0.0004031747,0.001470182],"domain_scores_gemma":[0.9940509,0.002558509,0.0009749573,0.001895292,0.0001350124,0.0003853728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02413009,0.000525897,0.8360993,0.0004830436,0.1309499,0.000226597,0.0003092674,5.210135e-7,1.163767e-7,2.829218e-7,0.0001314583,0.007143623],"study_design_scores_gemma":[0.01291492,0.01359024,0.3398813,0.0007147458,0.5918723,0.0002248598,0.0001040027,0.0004331594,6.068176e-7,0.000007717094,0.03956506,0.0006910271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7494091,0.2454965,0.000183352,0.0004122207,0.0003205384,0.002517696,0.00160681,0.00005239528,0.000001435428],"genre_scores_gemma":[0.9169939,0.07748625,0.0004737229,0.001140469,0.0002959814,0.001744185,0.001702402,0.0001457834,0.00001730026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4962179,"threshold_uncertainty_score":0.999648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904014522","doi":"10.1097/dcr.0000000000001238","title":"The American Society of Colon and Rectal Surgeons Clinical Practice Guidelines for the Use of Bowel Preparation in Elective Colon and Rectal Surgery","year":2018,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Colorectal surgery; Bowel preparation; General surgery; Surgical oncology; Surgery; Colorectal cancer; Colonoscopy; Internal medicine; Abdominal surgery","authors":[{"name":"John Migaly","is_ca":false},{"name":"Andrea C. Bafford","is_ca":false},{"name":"Todd D. Francone","is_ca":false},{"name":"Wolfgang B. Gaertner","is_ca":false},{"name":"Cagla Eskicioglu","is_ca":true},{"name":"Liliana Bordeianou","is_ca":false},{"name":"Daniel L. Feingold","is_ca":false},{"name":"Scott R. Steele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.146989520651681,"gpt":0.4506832300824749,"spread":0.3036937094307938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001112864,0.0001654621,0.0005811293,0.00003764686,0.0001782191,0.00001772497,0.0001122052,0.00007565229,0.000003541559],"category_scores_gemma":[0.0145479,0.00009094201,0.0003559035,0.0004242804,0.001356216,0.0001110054,0.0001262541,0.0001398021,2.01654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009860835,"about_ca_system_score_gemma":0.0004092051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011429,"about_ca_topic_score_gemma":0.001017775,"domain_scores_codex":[0.9979441,0.000469716,0.0007431672,0.0003077895,0.0003112521,0.000224005],"domain_scores_gemma":[0.9832946,0.01424212,0.0008663943,0.0003526224,0.001156942,0.00008731359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07869287,0.001339993,0.8155362,0.00019957,0.001252965,0.000005614223,0.0007868749,0.00001959639,0.001380072,0.00005856669,0.04908491,0.05164275],"study_design_scores_gemma":[0.001512003,0.003551931,0.973447,0.000224384,0.0008465319,0.00002098258,0.0005336097,0.003191486,0.003164216,0.0001184479,0.01325556,0.0001338363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914093,0.001594044,0.00001410123,0.004962862,0.000296105,0.001551298,0.0001230966,0.00001374575,0.00003542401],"genre_scores_gemma":[0.9963725,0.002315542,0.0004330777,0.0004953702,0.00009716518,0.0001699237,0.000009898135,0.00001818862,0.00008830256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1579108,"threshold_uncertainty_score":0.993753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999980972","doi":"10.1007/s00464-014-3432-y","title":"Near-infrared (NIR) perfusion angiography in minimally invasive colorectal surgery","year":2014,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Anastomosis; Indocyanine green; Perfusion; Colorectal surgery; Surgery; Laparoscopy; Angiography; Abdominal surgery; Radiology","authors":[{"name":"Frédéric Ris","is_ca":false},{"name":"Roel Hompes","is_ca":false},{"name":"Chris Cunningham","is_ca":false},{"name":"Ian Lindsey","is_ca":false},{"name":"Richard Guy","is_ca":false},{"name":"Oliver Jones","is_ca":false},{"name":"Bruce George","is_ca":false},{"name":"Ronan A. Cahill","is_ca":false},{"name":"Neil Mortensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01302903975342721,"gpt":0.2653868328251596,"spread":0.2523577930717323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004571775,0.0003717793,0.0009487653,0.0003660132,0.0001062914,0.00004932229,0.0001335716,0.0002510044,0.001330838],"category_scores_gemma":[0.0005261283,0.0003109712,0.0007691147,0.00119593,0.0002597446,0.0001240876,0.0001138032,0.0003583944,0.0002058941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087221,"about_ca_system_score_gemma":0.0002938556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023003,"about_ca_topic_score_gemma":0.00009000405,"domain_scores_codex":[0.9972101,0.0002460132,0.0005783066,0.0006762969,0.0005878372,0.0007014016],"domain_scores_gemma":[0.9971642,0.001777221,0.0001210129,0.0003606031,0.000106637,0.0004702778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00992978,0.0009584906,0.9736796,0.0001069098,0.0001414251,0.002541178,0.0002660592,0.00001147846,0.00158105,0.000119481,0.001542664,0.009121858],"study_design_scores_gemma":[0.02889936,0.002958047,0.8640406,0.0007474684,0.000210664,0.0004193211,0.00008959134,0.000669177,0.01726685,0.0005692957,0.08323378,0.0008958505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669853,0.000667853,0.000002025677,0.0003916945,0.0003698861,0.0005675537,0.00001810962,0.0001391308,0.03085848],"genre_scores_gemma":[0.9979655,0.0002285935,0.0006296337,0.0002715424,0.0001972075,0.0001529239,0.0001223991,0.00004997371,0.0003822416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109639,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1883169476","doi":"10.1002/14651858.cd006040.pub2","title":"Reconstructive Techniques After Rectal Resection for Rectal Cancer","year":2008,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Coloanal anastomosis; Medicine; Total mesorectal excision; Anastomosis; Colorectal cancer; Randomized controlled trial; Surgery; Defecation; Fecal incontinence; Cancer; Internal medicine","authors":[{"name":"Carl J. Brown","is_ca":true},{"name":"Darlene Fenech","is_ca":true},{"name":"Robin S. McLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1350018419104754,"gpt":0.4307944608628699,"spread":0.2957926189523946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001431656,0.0009852283,0.01128821,0.000475124,0.00008732688,0.00002105763,0.0003224373,0.0004471796,0.0003479505],"category_scores_gemma":[0.002785543,0.0006272927,0.002546883,0.0008051142,0.000203864,0.0001948441,0.000129327,0.0004725083,0.00008720087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009405834,"about_ca_system_score_gemma":0.0006270251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006769339,"about_ca_topic_score_gemma":0.00005000093,"domain_scores_codex":[0.9929631,0.001079598,0.003839836,0.001023475,0.0006446419,0.0004493922],"domain_scores_gemma":[0.9934405,0.001316087,0.002806829,0.001672123,0.0005176686,0.0002467547],"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":[0.0003430517,0.0001090632,0.000003303229,0.7823589,0.0005854279,0.00007167385,0.00003899026,2.631384e-9,0.000002967648,0.00000573617,0.00181426,0.2146666],"study_design_scores_gemma":[0.0004322271,0.0005477972,8.347839e-7,0.7051401,0.00468618,0.001961328,0.00001001115,0.000001484886,0.00005898465,0.0000034578,0.2867923,0.0003653186],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001343267,0.9648479,0.0001006199,0.00000975638,0.0006983322,0.03102995,0.002266871,0.00008842017,0.0009447808],"genre_scores_gemma":[0.00000338631,0.9471436,0.004164663,0.00002118205,0.0004658889,0.04635014,0.001161393,0.000132188,0.0005575676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.284978,"threshold_uncertainty_score":0.9996178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}