{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":929,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":929,"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":"4d8a619bce8b","filters":{"venue":"Annals of Surgical Oncology"}},"results":[{"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":"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":"W2028880644","doi":"10.1245/s10434-011-1870-5","title":"A Meta-analysis of Preoperative Localization Techniques for Patients with Primary Hyperparathyroidism","year":2011,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":412,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Technetium Tc 99m Sestamibi; Ultrasound; Parathyroidectomy; Radiology; Nuclear medicine; Surgical oncology; Single-photon emission computed tomography; Hyperparathyroidism; Diagnostic accuracy; Scintigraphy; Parathyroid hormone; Internal medicine","authors":[{"name":"Kevin Cheung","is_ca":true},{"name":"Tracy Wang","is_ca":false},{"name":"Forough Farrokhyar","is_ca":true},{"name":"Sanziana A. Roman","is_ca":false},{"name":"Julie Ann Sosa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2225437664166126,"gpt":0.4285406427411799,"spread":0.2059968763245673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002722492,0.0004056553,0.007424853,0.0005427549,0.00003257299,0.00000304521,0.0001292009,0.0004662678,0.00006898626],"category_scores_gemma":[0.00001788196,0.000225267,0.002669707,0.0007981733,0.00020853,0.00006107374,0.00004461484,0.0001365254,0.000003624185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000431001,"about_ca_system_score_gemma":0.0004234595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004157427,"about_ca_topic_score_gemma":0.000008895726,"domain_scores_codex":[0.9977794,0.0002495933,0.001054404,0.0004470491,0.0002289195,0.0002406153],"domain_scores_gemma":[0.9972697,0.0004133428,0.001034184,0.0003732663,0.0007901522,0.0001193489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002139216,0.01140901,0.0005437928,0.003267969,0.7044489,0.00006417221,0.0002507452,0.000003039377,1.466427e-7,0.00129437,0.006826851,0.2697518],"study_design_scores_gemma":[0.000774182,0.003779727,0.00003763845,0.00006798446,0.3253302,0.000004405772,0.000003051367,0.000002025624,0.000007597198,0.00002195432,0.6698407,0.0001305658],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005569871,0.9899768,0.0002700771,0.00005640118,0.00001317583,0.002391027,0.000483117,0.00001827476,0.006735386],"genre_scores_gemma":[0.0002843326,0.995403,0.001057083,0.0001154869,0.00001506687,0.0007672746,0.002031447,0.00003484569,0.0002914421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6630138,"threshold_uncertainty_score":0.9186123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010129875","doi":"10.1245/aso.2006.05.039","title":"Survival After Hepatic Resection for Colorectal Metastases: A 10-Year Experience","year":2006,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":379,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University of Toronto; University Health Network","funders":"","keywords":"Surgical oncology; Medicine; Resection; General surgery; Colorectal cancer; Colorectal surgery; Hepatectomy; Oncology; Internal medicine; Surgery; Abdominal surgery; Cancer","authors":[{"name":"Alice C. Wei","is_ca":true},{"name":"Paul D. Greig","is_ca":true},{"name":"David Grant","is_ca":true},{"name":"Bryce Taylor","is_ca":true},{"name":"Bernard Langer","is_ca":true},{"name":"Steven Gallinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.11505480094736,"gpt":0.3611885590715403,"spread":0.2461337581241804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003848761,0.0001361524,0.0005145503,0.00009996989,0.00004274676,0.000006627507,0.00005154953,0.0001582829,0.0009427515],"category_scores_gemma":[0.00004193202,0.0001081814,0.0002900541,0.0001850869,0.0001540127,0.00006191281,0.00002632895,0.00007606473,0.000033542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003591383,"about_ca_system_score_gemma":0.00009662366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001603344,"about_ca_topic_score_gemma":0.00008588326,"domain_scores_codex":[0.9987366,0.0001446286,0.0003696515,0.0002531977,0.0001951287,0.0003008026],"domain_scores_gemma":[0.9989776,0.0004358952,0.0001013262,0.0001360691,0.0002378961,0.0001111952],"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":[0.05463281,0.004654656,0.8960685,0.0003788874,0.000568348,0.002761617,0.0006422431,0.000003112573,0.003621808,0.002837897,0.01534172,0.01848844],"study_design_scores_gemma":[0.006117134,0.01471164,0.02620471,0.00006089529,0.0002955596,0.0001388594,0.0002054505,0.0003624491,0.0667935,0.000583825,0.8842569,0.0002691055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868857,0.0006231251,0.00003642599,0.002113656,0.000126958,0.0005722995,0.00004270421,0.00002866863,0.009570473],"genre_scores_gemma":[0.9974828,0.0002534955,0.0005659566,0.00008022296,0.0002199923,0.0004058132,0.0001055496,0.00001547725,0.0008707221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8698637,"threshold_uncertainty_score":0.9999705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167866281","doi":"10.1007/s10434-001-0101-x","title":"Long-Term Results of a Prospective Surgical Trial Comparing 2 cm vs. 4 cm Excision Margins for 740 Patients With 1?4 mm Melanomas","year":2001,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":370,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgery; Trunk; Melanoma; Surgical oncology; Dissection (medical); Lymph node; Prospective cohort study; Survival rate; Surgical margin; Overall survival; Resection; Internal medicine","authors":[{"name":"Charles M. Balch","is_ca":false},{"name":"Seng‐Jaw Soong","is_ca":false},{"name":"Thomas J. Smith","is_ca":false},{"name":"Merrick I. Ross","is_ca":false},{"name":"Marshall M. Urist","is_ca":false},{"name":"Constantine P. Karakousis","is_ca":false},{"name":"Walley Temple","is_ca":true},{"name":"Martín C. Mihm","is_ca":false},{"name":"Raymond L. Barnhill","is_ca":false},{"name":"William R. Jewell","is_ca":false},{"name":"Harry Wanebo","is_ca":false},{"name":"R A Desmond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06061772719276171,"gpt":0.3506275560312675,"spread":0.2900098288385058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374209,0.0002200871,0.001103363,0.0002255183,0.00006367498,0.000008268579,0.0001313195,0.0002120861,0.000143313],"category_scores_gemma":[0.00008745664,0.0001623382,0.0002713324,0.0002805086,0.0002049983,0.00006027817,0.00009917869,0.0002019461,0.00001019328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008784067,"about_ca_system_score_gemma":0.00009754901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004760106,"about_ca_topic_score_gemma":0.00007791294,"domain_scores_codex":[0.9977335,0.000122453,0.0008661638,0.0004433272,0.0004387736,0.0003957837],"domain_scores_gemma":[0.9979309,0.0005669589,0.0004587756,0.0003216004,0.0005055403,0.000216165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8755068,0.005637038,0.08533116,0.0001633095,0.0004892292,0.00180687,0.0002842231,0.00002218239,0.00003617061,0.0006009517,0.002928675,0.02719342],"study_design_scores_gemma":[0.2609988,0.0479856,0.2167904,0.0002633977,0.000276123,0.0005603167,0.00008390568,0.0001444454,0.0008038492,0.0001222722,0.4716158,0.0003550715],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704534,0.00006735304,0.00007061996,0.002202898,0.0003105737,0.002160334,0.00002891361,0.00004199022,0.0246639],"genre_scores_gemma":[0.9973589,0.0004876579,0.0001694014,0.00009445238,0.0002729796,0.00008072566,0.00009423435,0.0000237232,0.00141789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.614508,"threshold_uncertainty_score":0.6619959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169569777","doi":"10.1007/s10434-001-0050-4","title":"Malignant Gastrointestinal Stromal Tumors of the Small Intestine: A Review of 50 Cases From a Prospective Database","year":2001,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; GiST; Surgical oncology; Gastrointestinal tract; Prospective cohort study; Pathological; Surgery; Single Center; Cancer; Localized disease; Disease; Internal medicine; Gastroenterology; Stromal cell","authors":[{"name":"Jacqueline A. Crosby","is_ca":true},{"name":"Charles Catton","is_ca":true},{"name":"Aileen M. Davis","is_ca":true},{"name":"Jean Couture","is_ca":true},{"name":"Brian O’Sullivan","is_ca":true},{"name":"Rita A. Kandel","is_ca":true},{"name":"Carol J. Swallow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1954986707201287,"gpt":0.4379720260332596,"spread":0.2424733553131309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009161129,0.0006100378,0.005020935,0.0002197842,0.00003900009,0.000004185603,0.0005617627,0.000115383,0.0004896908],"category_scores_gemma":[0.002292654,0.0003421129,0.001565283,0.0007954779,0.0009356229,0.00003897541,0.0005187746,0.0009157875,0.00001767178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461121,"about_ca_system_score_gemma":0.002400786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009100976,"about_ca_topic_score_gemma":0.00004368402,"domain_scores_codex":[0.9949819,0.000835288,0.002147843,0.0006641556,0.0006966929,0.0006741541],"domain_scores_gemma":[0.9926701,0.002862608,0.002027107,0.000955586,0.001047956,0.0004366161],"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":[0.003769092,0.0114321,0.01158911,0.3013246,0.001936446,0.06463751,0.00003045868,5.144782e-7,0.00005501085,0.001220656,0.006086679,0.5979178],"study_design_scores_gemma":[0.001379678,0.01138162,0.0007083323,0.5113349,0.001882948,0.05585163,0.00002910921,0.0000017549,0.0001031094,0.00006819432,0.4170337,0.0002250255],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001241019,0.9915444,0.00001197255,0.001132526,0.00004265851,0.002523289,0.001363434,0.00001962654,0.002121083],"genre_scores_gemma":[0.0004649223,0.9948928,0.003654166,0.0000794868,0.0001363198,0.0001791341,0.00037643,0.00005015266,0.0001665248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5976928,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974160564","doi":"10.1245/s10434-008-0011-2","title":"Pain Palliation in Patients with Bone Metastases Using MR-Guided Focused Ultrasound Surgery: A Multicenter Study","year":2008,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Adverse effect; Palliative care; Visual analogue scale; Radiology; Surgery; Bone metastasis; Bone pain; Magnetic resonance imaging; Metastasis; Cancer; Internal medicine","authors":[{"name":"Boaz Liberman","is_ca":false},{"name":"David Gianfelice","is_ca":true},{"name":"Yael Inbar","is_ca":false},{"name":"Alexander Beck","is_ca":false},{"name":"Tatiana Rabin","is_ca":false},{"name":"Noga Shabshin","is_ca":false},{"name":"Gupta Chander","is_ca":true},{"name":"Suzanne Hengst","is_ca":false},{"name":"Raphael Pfeffer","is_ca":false},{"name":"A Chechick","is_ca":false},{"name":"Arik Hanannel","is_ca":false},{"name":"Osnat Dogadkin","is_ca":false},{"name":"Raphael Catane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1261479537439046,"gpt":0.3690934569641567,"spread":0.2429455032202521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002047093,0.0002117856,0.0009958621,0.0003666875,0.0000468217,0.000005878089,0.00006999313,0.00007024337,0.0002911692],"category_scores_gemma":[0.0004588249,0.0001644899,0.0001524574,0.0004367417,0.0001480967,0.0001278683,0.00004011706,0.0001429472,0.00000752456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006177012,"about_ca_system_score_gemma":0.0001699989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000197858,"about_ca_topic_score_gemma":0.00004067938,"domain_scores_codex":[0.9968307,0.0009710701,0.0008522435,0.0003514804,0.0006180754,0.0003764341],"domain_scores_gemma":[0.9973397,0.001458109,0.0003803323,0.0002947556,0.0003303639,0.0001967728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004489686,0.01158033,0.9747697,0.00009923014,0.0003325163,0.001734221,0.0003357472,0.00004136048,0.00001617404,0.000009790301,0.002626607,0.003964642],"study_design_scores_gemma":[0.01739434,0.002944593,0.9684547,0.0001358084,0.0003434389,0.00001435773,0.0003766917,0.0003841838,0.00007753929,0.00001776902,0.009611773,0.0002448555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970965,0.00009379402,0.00009478401,0.001124972,0.00005088871,0.00123847,0.00002039033,0.00002434125,0.0002558648],"genre_scores_gemma":[0.997694,0.0001626466,0.001136811,0.0007748398,0.00002627484,0.0000356728,0.00009942948,0.00002406149,0.00004631632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290466,"threshold_uncertainty_score":0.6707702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058946786","doi":"10.1245/s10434-013-3421-8","title":"Early Recurrence After Liver Resection for Colorectal Metastases: Risk Factors, Prognosis, and Treatment. A LiverMetSurvey-Based Study of 6,025 Patients","year":2013,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":263,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Surgical oncology; Perioperative; Radiofrequency ablation; Chemotherapy; Internal medicine; Surgery; Hepatectomy; Proportional hazards model; Gastroenterology; Resection; Ablation","authors":[{"name":"Luca Viganò","is_ca":false},{"name":"Lorenzo Capussotti","is_ca":false},{"name":"Réal Lapointe","is_ca":true},{"name":"Eduardo Barroso","is_ca":false},{"name":"Catherine Hubert","is_ca":false},{"name":"Felice Giuliante","is_ca":false},{"name":"Jan N.M. IJzermans","is_ca":false},{"name":"Darius F. Mirza","is_ca":false},{"name":"Dominique Élias","is_ca":false},{"name":"René Adam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1153074359174511,"gpt":0.3310305682387309,"spread":0.2157231323212798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003196989,0.0002155789,0.0007422003,0.0001710068,0.00005748449,0.000009340918,0.00005162089,0.0001622967,0.0001929913],"category_scores_gemma":[0.00007450192,0.0001497462,0.0002195724,0.0001749782,0.0001324214,0.0001103239,0.00002937412,0.00009373482,0.000006306193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004540375,"about_ca_system_score_gemma":0.00008975217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495567,"about_ca_topic_score_gemma":0.0002059542,"domain_scores_codex":[0.9982026,0.0005124783,0.0004614754,0.0003487851,0.0002066513,0.0002679998],"domain_scores_gemma":[0.9978589,0.0009760198,0.0002949891,0.0001476173,0.0005446986,0.0001777359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004961895,0.007901696,0.9517366,0.00005808914,0.0004644538,0.00003975129,0.0005460375,2.018913e-7,0.0000182638,0.000002240701,0.000152702,0.03411804],"study_design_scores_gemma":[0.007009717,0.08183192,0.9026494,0.00003891012,0.0005262023,0.000001824582,0.0001079923,0.0001641481,0.004939709,0.00001479985,0.002594241,0.00012115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955943,0.0005713404,0.000003157957,0.0001265133,0.00005637959,0.003339322,0.0002221195,0.00001553106,0.00007136701],"genre_scores_gemma":[0.997726,0.000886878,0.0002269185,0.00001466596,0.00002709619,0.0009579889,0.0001201585,0.00001487439,0.00002545205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07393023,"threshold_uncertainty_score":0.6106474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137049867","doi":"10.1245/aso.2006.05.035","title":"Long-Term Results of Two Prospective Trials of Preoperative External Beam Radiotherapy for Localized Intermediate- or High-Grade Retroperitoneal Soft Tissue Sarcoma","year":2006,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Surgery; Surgical oncology; Soft tissue sarcoma; External beam radiotherapy; Prospective cohort study; Soft tissue; Laparotomy; Radiology; Brachytherapy","authors":[{"name":"Timothy M. Pawlik","is_ca":true},{"name":"Peter W. T. Pisters","is_ca":false},{"name":"Lynn Mikula","is_ca":true},{"name":"Barry W. Feig","is_ca":false},{"name":"Kelly K. Hunt","is_ca":false},{"name":"Janice N. Cormier","is_ca":false},{"name":"Matthew T. Ballo","is_ca":false},{"name":"Charles Catton","is_ca":true},{"name":"J. Jones","is_ca":true},{"name":"Brian O’Sullivan","is_ca":true},{"name":"Raphael E. Pollock","is_ca":false},{"name":"Carol J. Swallow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.078910175005173,"gpt":0.4200228060778367,"spread":0.3411126310726637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117784,0.0002870798,0.002562536,0.0001777725,0.00003609718,0.00000696783,0.0001609588,0.0002413187,0.0002542615],"category_scores_gemma":[0.000271733,0.0001812082,0.0004710622,0.0002017229,0.0005505422,0.0000700376,0.00004479636,0.0001514894,0.000001965607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148164,"about_ca_system_score_gemma":0.0002813314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006459773,"about_ca_topic_score_gemma":0.000123277,"domain_scores_codex":[0.9964724,0.0004378575,0.001934797,0.0004380528,0.0003465884,0.0003702718],"domain_scores_gemma":[0.9951621,0.002808134,0.001017585,0.0003100589,0.0005589029,0.000143207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.3001611,0.0407005,0.3913361,0.0008486994,0.004364876,0.003508063,0.001620762,0.0001464309,0.07388595,0.004670084,0.01280581,0.1659516],"study_design_scores_gemma":[0.0654524,0.02776319,0.1915214,0.0005138381,0.000409679,0.0001970509,0.00004455038,0.00004718225,0.7025311,0.0005548933,0.01072271,0.000242005],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989345,0.004057236,0.000344174,0.003018328,0.0002203567,0.002279546,0.0004522133,0.00002226686,0.0002608649],"genre_scores_gemma":[0.9930568,0.002779741,0.002752806,0.0001475057,0.0005137032,0.0002720023,0.0001318063,0.00003302946,0.0003126396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6286452,"threshold_uncertainty_score":0.7389456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3154422727","doi":"10.1245/s10434-021-09654-z","title":"Management of Primary Retroperitoneal Sarcoma (RPS) in the Adult: An Updated Consensus Approach from the Transatlantic Australasian RPS Working Group","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":243,"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 of Ottawa; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"National Cancer Institute","keywords":"Medicine; MEDLINE; Referral; Family medicine","authors":[{"name":"Carol J. Swallow","is_ca":true},{"name":"D. Strauß","is_ca":false},{"name":"Sylvie Bonvalot","is_ca":false},{"name":"Piotr Rutkowski","is_ca":false},{"name":"Anant Desai","is_ca":false},{"name":"Rebecca A. Gladdy","is_ca":true},{"name":"Ricardo González","is_ca":false},{"name":"David Gyorki","is_ca":false},{"name":"Mark Fairweather","is_ca":false},{"name":"Winan J. van Houdt","is_ca":false},{"name":"Eberhard Stoeckle","is_ca":false},{"name":"Jae Berm Park","is_ca":false},{"name":"Markus Albertsmeier","is_ca":false},{"name":"Carolyn Nessim","is_ca":true},{"name":"Kenneth Cardona","is_ca":false},{"name":"Marco Fiore","is_ca":false},{"name":"Andrew Hayes","is_ca":false},{"name":"Dimitri Tzanis","is_ca":false},{"name":"Jacek Skoczylas","is_ca":false},{"name":"Samuel Ford","is_ca":false},{"name":"Deanna Ng","is_ca":true},{"name":"John E. Mullinax","is_ca":false},{"name":"Hayden Snow","is_ca":false},{"name":"Rick L. Haas","is_ca":false},{"name":"Dario Callegaro","is_ca":false},{"name":"Myles Smith","is_ca":false},{"name":"Toufik Bouhadiba","is_ca":false},{"name":"Silvia Stacchiotti","is_ca":false},{"name":"Robin L. Jones","is_ca":false},{"name":"Thomas F. DeLaney","is_ca":false},{"name":"Christina L. Roland","is_ca":false},{"name":"Chandrajit P. Raut","is_ca":false},{"name":"Alessandro Gronchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08388728063450161,"gpt":0.3348935373780683,"spread":0.2510062567435667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005007293,0.000170292,0.0006715155,0.00004552485,0.00004894167,0.00001013347,0.0002080998,0.0001565483,0.0001206623],"category_scores_gemma":[0.000005498362,0.00009544475,0.0001976546,0.0003503817,0.0002605444,0.00002143039,0.00004710333,0.0002817827,0.000003272967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003994338,"about_ca_system_score_gemma":0.00007077954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004477888,"about_ca_topic_score_gemma":0.0001333514,"domain_scores_codex":[0.9978282,0.0006374384,0.0005647303,0.00033421,0.0003251946,0.0003101997],"domain_scores_gemma":[0.9987741,0.000458037,0.0001398637,0.0004492118,0.00009402891,0.00008476921],"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":[0.005573602,0.03139254,0.4435494,0.0002924568,0.002618413,0.03812521,0.003766715,0.00003876755,0.0009291803,0.02091814,0.00863578,0.4441598],"study_design_scores_gemma":[0.006603365,0.001271762,0.8906364,0.0002973177,0.0004484131,0.0005970869,0.004519554,0.00009411907,0.0009920028,0.0002386414,0.0941259,0.0001754316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495505,0.001780317,0.000003665626,0.0315081,0.00006349164,0.0004457552,0.00002446673,0.00001274219,0.01661097],"genre_scores_gemma":[0.99405,0.002984703,0.001178591,0.00121132,0.00009850887,0.00004289629,0.000391936,0.00001370604,0.00002836493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447087,"threshold_uncertainty_score":0.3892124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603648359","doi":"10.1245/s10434-017-5830-6","title":"TOPGEAR: A Randomized, Phase III Trial of Perioperative ECF Chemotherapy with or Without Preoperative Chemoradiation for Resectable Gastric Cancer: Interim Results from an International, Intergroup Trial of the AGITG, TROG, EORTC and CCTG","year":2017,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; Mount Sinai Hospital","funders":"Health Research Council of New Zealand; National Health and Medical Research Council; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Cancer Australia","keywords":"Medicine; Epirubicin; Perioperative; Interim analysis; Surgical oncology; Surgery; Preoperative care; Chemotherapy; Chemoradiotherapy; Randomized controlled trial; Cancer; Internal medicine","authors":[{"name":"Trevor Leong","is_ca":false},{"name":"B. Mark Smithers","is_ca":false},{"name":"Karin Haustermans","is_ca":false},{"name":"Michael Michael","is_ca":false},{"name":"Val Gebski","is_ca":false},{"name":"Danielle Miller","is_ca":false},{"name":"John Zalcberg","is_ca":false},{"name":"Alex Boussioutas","is_ca":false},{"name":"Michael Findlay","is_ca":false},{"name":"Rachel O’Connell","is_ca":false},{"name":"Jaclyn Verghis","is_ca":false},{"name":"David J. Willis","is_ca":false},{"name":"Tomas Kron","is_ca":false},{"name":"William K. Murray","is_ca":false},{"name":"Florian Lordick","is_ca":false},{"name":"Carol J. Swallow","is_ca":true},{"name":"Gail Darling","is_ca":true},{"name":"John Simes","is_ca":false},{"name":"Rebecca Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08781135775301484,"gpt":0.4378336195095799,"spread":0.3500222617565651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009526295,0.0001852773,0.001429465,0.0001070977,0.00008889412,0.00003316866,0.0002942536,0.0001121143,0.0001553972],"category_scores_gemma":[0.0004625075,0.0001013057,0.0002252051,0.00009430612,0.0005923439,0.0002589447,0.00009032691,0.0001430126,1.246327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005507866,"about_ca_system_score_gemma":0.0003167965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137257,"about_ca_topic_score_gemma":0.0004901908,"domain_scores_codex":[0.9981624,0.0002115296,0.0008340664,0.0003323754,0.0002786296,0.0001810042],"domain_scores_gemma":[0.9974363,0.000491437,0.001138027,0.0003907133,0.000462453,0.00008110541],"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":[0.9741983,0.001105379,0.0006284691,0.00002765982,0.0007860684,0.000007903528,0.002043003,0.000004760802,0.0002584262,0.0001493789,0.0004747851,0.02031588],"study_design_scores_gemma":[0.962054,0.01664142,0.0005089158,0.0001545522,0.0002753977,0.000006655928,0.0004539972,0.0009319141,0.004887464,0.00003185264,0.01395641,0.00009741979],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800794,0.0000750564,0.0001124392,0.0128902,0.0005621765,0.003608938,0.0001625725,0.00000797875,0.002501238],"genre_scores_gemma":[0.9935756,0.00305308,0.0004136389,0.0002118779,0.0005031904,0.0003207072,0.00005345734,0.00001534336,0.001853125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021846,"threshold_uncertainty_score":0.4131128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989869285","doi":"10.1007/s10434-004-1165-1","title":"Extent of Thyroidectomy Is Not a Major Determinant of Survival in Low- or High-Risk Papillary Thyroid Cancer","year":2004,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":237,"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; Thyroidectomy; Hazard ratio; Surgical oncology; Papillary thyroid cancer; Thyroid cancer; Confidence interval; Internal medicine; Surgery; Cancer; Thyroid","authors":[{"name":"Philip I. Haigh","is_ca":false},{"name":"David R. Urbach","is_ca":true},{"name":"Lorne Rotstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04739464989493037,"gpt":0.3669458797461433,"spread":0.3195512298512129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004381434,0.000245396,0.001519634,0.0001969135,0.00002281583,0.000002145027,0.000152256,0.0002394008,0.0004142683],"category_scores_gemma":[0.00004911498,0.0001661643,0.0003285357,0.0003583998,0.0002878367,0.00005326426,0.00009159461,0.0002152988,0.000007314845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605989,"about_ca_system_score_gemma":0.0007024842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00819204,"about_ca_topic_score_gemma":0.001648266,"domain_scores_codex":[0.997615,0.0001399345,0.001027386,0.0003887437,0.0004099598,0.000418932],"domain_scores_gemma":[0.9980569,0.0005153342,0.0005753725,0.0003803234,0.0002792873,0.0001927264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06493317,0.0368301,0.4973402,0.002921463,0.003548755,0.01428037,0.005018041,0.001100429,0.0299066,0.00471001,0.007155356,0.3322555],"study_design_scores_gemma":[0.03226592,0.01696168,0.4330152,0.001473512,0.0005014115,0.0001405196,0.0002729782,0.00001772091,0.4859428,0.0007622739,0.02824066,0.0004054165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982083,0.006161246,0.000003413575,0.01022125,0.000194575,0.0004858228,0.000199876,0.00001135839,0.0006394985],"genre_scores_gemma":[0.9252304,0.07370749,0.0002009033,0.0005212989,0.00009367036,0.0001069435,0.000009600893,0.00002283787,0.000106874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4560362,"threshold_uncertainty_score":0.9984125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073724631","doi":"10.1245/s10434-007-9627-x","title":"Surgical Management of Intrahepatic Cholangiocarcinoma - A Population-Based Study","year":2007,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":213,"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; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Intrahepatic Cholangiocarcinoma; Proportional hazards model; Internal medicine; Epidemiology; Klatskin tumor; Cancer; Logistic regression; Disease; Population; Gastroenterology; Surgery; Oncology","authors":[{"name":"Jensen C. C. Tan","is_ca":true},{"name":"Natalie G. Coburn","is_ca":true},{"name":"Nancy N. Baxter","is_ca":true},{"name":"Alex Kiss","is_ca":true},{"name":"Calvin Law","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06854273404781726,"gpt":0.3896694934342763,"spread":0.3211267593864591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008925487,0.000176705,0.0008412921,0.0002211199,0.00004184201,0.000002852531,0.000117166,0.0001211966,0.0001769536],"category_scores_gemma":[0.00001099541,0.0001436036,0.0002803025,0.0004001113,0.0001055328,0.00003468753,0.00007366729,0.0001657489,0.000007981381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005540735,"about_ca_system_score_gemma":0.00006224739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002819263,"about_ca_topic_score_gemma":0.00006254779,"domain_scores_codex":[0.9980536,0.0000923042,0.000777727,0.0002934168,0.0004252782,0.0003576982],"domain_scores_gemma":[0.9986719,0.0004044841,0.0002253022,0.0003080495,0.0002209034,0.0001693834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002629272,0.002758727,0.9573089,0.0002379025,0.0005561165,0.003960619,0.0002862838,0.000007614679,0.00001338365,0.0008042704,0.0004989523,0.03093792],"study_design_scores_gemma":[0.005146276,0.003245493,0.9720052,0.00008871526,0.0002330773,0.00006039579,0.0005619698,0.00001700548,0.0003839323,0.0000610376,0.01806937,0.0001275538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763641,0.001133749,0.00001747985,0.002284213,0.0001266637,0.0005940071,0.000006152801,0.00002895206,0.01944463],"genre_scores_gemma":[0.9989833,0.0002613005,0.0002509837,0.0001764032,0.0001206628,0.00002117012,0.00002427222,0.00001561214,0.0001462616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03081037,"threshold_uncertainty_score":0.5855983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007965665","doi":"10.1007/bf02573066","title":"Surgical treatment variation in a prospective, randomized trial of chemoradiotherapy in gastric cancer: The effect of undertreatment","year":2002,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Cancer Institute","keywords":"Medicine; Lymphadenectomy; Chemoradiotherapy; Surgical oncology; Internal medicine; Stage (stratigraphy); Proportional hazards model; Multivariate analysis; Oncology; Randomized controlled trial; Cancer; Lymph node; Prospective cohort study; Surgery","authors":[{"name":"Scott A. Hundahl","is_ca":true},{"name":"John S. Macdonald","is_ca":false},{"name":"Jacqueline Benedetti","is_ca":false},{"name":"Thomas Fitzsimmons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04426252205626988,"gpt":0.3651371430509204,"spread":0.3208746209946505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009345769,0.0001606657,0.001802899,0.0002441448,0.00001065734,0.000001926848,0.00007001007,0.0001087152,0.0003821374],"category_scores_gemma":[0.00004408152,0.0000869567,0.0003642357,0.0005432923,0.0001821261,0.00002793601,0.00001646395,0.00009515521,9.516698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509493,"about_ca_system_score_gemma":0.00006352341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278744,"about_ca_topic_score_gemma":0.00008891867,"domain_scores_codex":[0.9980898,0.0005223025,0.0007396716,0.0001989837,0.0002351794,0.0002140581],"domain_scores_gemma":[0.9976022,0.001789557,0.0003425363,0.0001716517,0.00004991349,0.00004415304],"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":[0.8828793,0.002523411,0.03779673,0.0000833637,0.0005715259,0.0002046233,0.0005764262,0.000159258,0.00003350488,0.0004559354,0.0001539738,0.07456193],"study_design_scores_gemma":[0.9658909,0.01336779,0.01328475,0.00006226037,0.0002184138,0.00001883279,0.0000185281,0.0004820404,0.0009993176,0.00008582263,0.005505506,0.0000658661],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979337,0.002229165,0.000004894441,0.009503313,0.0001126917,0.002970022,0.000004574389,0.000007252375,0.005831132],"genre_scores_gemma":[0.974385,0.02468891,0.00003161801,0.00003372321,0.00008158795,0.0004007442,0.00000331091,0.00000810977,0.0003670354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08301156,"threshold_uncertainty_score":0.4184136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107570706","doi":"10.1245/s10434-011-2190-5","title":"Phase II Trial of Neoadjuvant/adjuvant Imatinib Mesylate for Advanced Primary and Metastatic/recurrent Operable Gastrointestinal Stromal Tumors: Long-term Follow-up Results of Radiation Therapy Oncology Group 0132","year":2011,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; GiST; Imatinib mesylate; Imatinib; Internal medicine; Oncology; Adjuvant therapy; Stromal tumor; Surgical oncology; Progression-free survival; Surgery; Chemotherapy; Stromal cell","authors":[{"name":"Dian Wang","is_ca":false},{"name":"Qiang Zhang","is_ca":false},{"name":"Charles D. Blanke","is_ca":true},{"name":"George D. Demetri","is_ca":false},{"name":"Michael C. Heinrich","is_ca":false},{"name":"James C. Watson","is_ca":false},{"name":"John P. Hoffman","is_ca":false},{"name":"Scott H. Okuno","is_ca":false},{"name":"John M. Kane","is_ca":false},{"name":"Margaret von Mehren","is_ca":false},{"name":"Burton Eisenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1420351879950131,"gpt":0.4189234226879242,"spread":0.276888234692911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375535,0.0003213923,0.001758509,0.0002480558,0.00007453574,0.000004523599,0.0001735942,0.00007636781,0.0001119745],"category_scores_gemma":[0.0004259788,0.0002423311,0.0003715499,0.0001859975,0.0005049911,0.0001524217,0.0001103873,0.0002695214,0.000001540225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007417787,"about_ca_system_score_gemma":0.000569126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008706606,"about_ca_topic_score_gemma":0.00001744381,"domain_scores_codex":[0.9965685,0.0003765922,0.00153522,0.0004800036,0.000403049,0.0006366541],"domain_scores_gemma":[0.9965626,0.001111054,0.001009199,0.0003051501,0.0006066114,0.0004053781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5443311,0.018861,0.001026493,0.000290143,0.0002948997,0.0009278512,0.000381809,0.000002197974,0.0135739,0.0003154435,0.0002555533,0.4197396],"study_design_scores_gemma":[0.4245596,0.5282078,0.006913635,0.0005966289,0.0002389264,0.001588129,0.0001647942,0.0001680794,0.03503624,0.0003277042,0.001983717,0.0002146542],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993419,0.0009973458,0.0002188049,0.001082355,0.0001308202,0.002401654,0.000300515,0.00002100972,0.001428518],"genre_scores_gemma":[0.9822912,0.002269918,0.01462844,0.00005365399,0.00008445687,0.0002012058,0.0003528814,0.00002948098,0.00008874347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5093468,"threshold_uncertainty_score":0.9881976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051637666","doi":"10.1007/bf02573869","title":"Initial results of a trial of preoperative external-beam radiation therapy and postoperative brachytherapy for retroperitoneal sarcoma","year":2002,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Abdomen; Radiation therapy; Surgery; Toxicity; Brachytherapy; Sarcoma; Acute toxicity; Radiology; Internal medicine","authors":[{"name":"J. Jones","is_ca":true},{"name":"Charles Catton","is_ca":true},{"name":"Brian O’Sullivan","is_ca":true},{"name":"Jean Couture","is_ca":true},{"name":"Ryan L. Heisler","is_ca":true},{"name":"Rita A. Kandel","is_ca":true},{"name":"Carol J. Swallow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1253130935868496,"gpt":0.3988216537699045,"spread":0.2735085601830549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003373061,0.000142793,0.0008093729,0.00009904503,0.00003310928,0.000003759186,0.00005154767,0.0001595222,0.0001037475],"category_scores_gemma":[0.00007935025,0.0001007942,0.0001886485,0.0001086399,0.000241843,0.00006981797,0.00001530849,0.00008965648,8.791427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002171832,"about_ca_system_score_gemma":0.00006871032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000860113,"about_ca_topic_score_gemma":0.000005751473,"domain_scores_codex":[0.9985368,0.0001948105,0.0006794783,0.0002313751,0.000188005,0.0001695093],"domain_scores_gemma":[0.9981526,0.0009065492,0.0003271204,0.000155598,0.0003686521,0.00008954295],"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":[0.3712884,0.01137534,0.006157746,0.00005472127,0.0007724579,0.0001883028,0.004339518,0.000005606761,0.007069335,0.001481474,0.00300216,0.594265],"study_design_scores_gemma":[0.3897226,0.1321174,0.04354541,0.0001981564,0.0001410995,0.0001886141,0.0002464615,0.0003948302,0.3301784,0.0002704788,0.1027195,0.0002770615],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834533,0.005242151,0.000004583834,0.00826896,0.00009349853,0.001236831,0.0001235699,0.000006502225,0.001570549],"genre_scores_gemma":[0.9758044,0.02302251,0.0003893362,0.000400664,0.0001705337,0.0001058012,0.00002649596,0.00001209015,0.00006821039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5939879,"threshold_uncertainty_score":0.4110268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020039329","doi":"10.1245/s10434-013-3125-0","title":"A Meta-analysis of the Effect of Prophylactic Central Compartment Neck Dissection on Locoregional Recurrence Rates in Patients with Papillary Thyroid Cancer","year":2013,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Neck dissection; Thyroidectomy; Surgery; Confidence interval; Relative risk; Papillary thyroid cancer; Thyroid cancer; Thyroid; Dissection (medical); Cancer; Surgical oncology; Internal medicine","authors":[{"name":"Tracy Wang","is_ca":false},{"name":"Kevin Cheung","is_ca":true},{"name":"Forough Farrokhyar","is_ca":true},{"name":"Sanziana A. Roman","is_ca":false},{"name":"Julie Ann Sosa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1497774406100083,"gpt":0.4086758588713335,"spread":0.2588984182613252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005330668,0.0004395945,0.006640323,0.0004147389,0.00002655638,0.000003643886,0.0001925005,0.0003057487,0.0002210933],"category_scores_gemma":[0.00004421854,0.0001967938,0.002492219,0.001338065,0.0003228123,0.00004452355,0.00005473876,0.0004921849,0.000003923759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683066,"about_ca_system_score_gemma":0.000426593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219599,"about_ca_topic_score_gemma":0.00003271372,"domain_scores_codex":[0.9960227,0.001317997,0.001278733,0.0004291025,0.0005896154,0.0003618487],"domain_scores_gemma":[0.9959034,0.001647741,0.00158342,0.0004502929,0.0002798169,0.0001353628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02066061,0.01144916,0.203504,0.03305809,0.3719098,0.0002661111,0.0004028809,0.001137348,0.00001127592,0.0002882195,0.01016968,0.3471428],"study_design_scores_gemma":[0.003976728,0.02049547,0.06579955,0.003758773,0.2884001,0.00003015745,0.00001179891,0.00003074951,0.0003052836,0.000009628211,0.6165186,0.0006632177],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1393836,0.8576562,2.376101e-7,0.0003132606,0.000149884,0.002057158,0.0001473578,0.000005043783,0.0002871773],"genre_scores_gemma":[0.1676109,0.8316542,0.000005471468,0.00004856712,0.0000449142,0.0003457316,0.0001900575,0.00002141914,0.00007870325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6063489,"threshold_uncertainty_score":0.8025018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014714455","doi":"10.1245/s10434-011-1699-y","title":"A Multicentered, Randomized, Controlled Trial Comparing Radioguided Seed Localization to Standard Wire Localization for Nonpalpable, Invasive and in situ Breast Carcinomas","year":2011,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":200,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Surgical oncology; Randomized controlled trial; In situ; Radiology; Breast cancer; Oncology; Surgery; Internal medicine; Cancer","authors":[{"name":"Peter Lovrics","is_ca":true},{"name":"Charlie H. Goldsmith","is_ca":true},{"name":"Nicole Hodgson","is_ca":true},{"name":"David R. McCready","is_ca":true},{"name":"Gabriela Gohla","is_ca":true},{"name":"Colm Boylan","is_ca":true},{"name":"Sylvie D. Cornacchi","is_ca":true},{"name":"Michael Reedijk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04587882522350048,"gpt":0.3190814470235342,"spread":0.2732026218000337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006593048,0.0001959254,0.001327249,0.0001052203,0.00005810278,0.000007560401,0.00008607494,0.0001777784,0.000007342641],"category_scores_gemma":[0.000192813,0.0001595915,0.0001967922,0.0001101924,0.0002006364,0.000008651172,0.00008806765,0.00004371291,6.720464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003553821,"about_ca_system_score_gemma":0.0001233095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002249831,"about_ca_topic_score_gemma":0.001011555,"domain_scores_codex":[0.9983031,0.0003169871,0.0006585369,0.0003468312,0.0001093031,0.0002652634],"domain_scores_gemma":[0.9988399,0.0002922606,0.0002625111,0.000137305,0.0003618456,0.0001061525],"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":[0.9889179,0.0003533857,0.007557516,0.00003940956,0.0003810452,0.00001484245,0.000490381,0.0003045716,0.0007131182,0.0001145087,0.0003257021,0.0007875523],"study_design_scores_gemma":[0.9819232,0.001326995,0.00117242,0.00006144618,0.0001547235,0.00003070555,0.0002030081,0.0007692575,0.01088605,0.000113468,0.003160365,0.0001983516],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799553,0.001146867,0.01007819,0.001275102,0.0002491067,0.005141914,0.00006162082,0.00001391304,0.002078052],"genre_scores_gemma":[0.9972348,0.0012523,0.0003779866,0.0003010962,0.0001121804,0.0005847706,0.0000974951,0.00001645538,0.0000229534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01727953,"threshold_uncertainty_score":0.6507952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936176868","doi":"10.1245/s10434-019-07345-4","title":"A Consensus Definition and Classification System of Oncoplastic Surgery Developed by the American Society of Breast Surgeons","year":2019,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"","keywords":"Oncoplastic Surgery; Medicine; Lumpectomy; Breast surgery; Surgical oncology; Mastectomy; General surgery; Breast-conserving surgery; Surgery; Breast cancer; Internal medicine; Cancer","authors":[{"name":"Abhishek Chatterjee","is_ca":false},{"name":"Jennifer Gass","is_ca":false},{"name":"Krishnabhai Patel","is_ca":false},{"name":"Dennis R. Holmes","is_ca":false},{"name":"Katherine Kopkash","is_ca":false},{"name":"Lashan Peiris","is_ca":true},{"name":"Anne Warren Peled","is_ca":false},{"name":"Jessica Ryan","is_ca":false},{"name":"Mahmoud El‐Tamer","is_ca":false},{"name":"Julie Reiland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09498454268639482,"gpt":0.3259039359459993,"spread":0.2309193932596045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006008018,0.00009613024,0.0007231946,0.00006760462,0.00002675045,0.000001754277,0.00003487965,0.0001183463,0.000022147],"category_scores_gemma":[0.00001187207,0.00006407149,0.0001640342,0.0002406511,0.0006576997,0.00002027554,0.00001892288,0.0001185367,0.00000508135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002317915,"about_ca_system_score_gemma":0.0002857494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173828,"about_ca_topic_score_gemma":0.000008454996,"domain_scores_codex":[0.9988012,0.0001772994,0.0005587052,0.0001479166,0.0001574284,0.0001573961],"domain_scores_gemma":[0.9968395,0.001990727,0.0006740617,0.0001225942,0.0003026173,0.00007049844],"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":[0.006622778,0.0008887123,0.4583151,0.002007484,0.0009333636,0.00002679421,0.0003174149,0.000002489182,0.0281479,0.006073486,0.03295102,0.4637134],"study_design_scores_gemma":[0.003590431,0.001364162,0.876089,0.0009650498,0.0003745422,0.08265471,0.004830939,0.0007318229,0.006833818,0.0001169912,0.02209998,0.0003485825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931854,0.0001198939,0.00001089144,0.004383419,0.000129739,0.000183027,0.0001088988,0.00001244912,0.001866285],"genre_scores_gemma":[0.9990561,0.000657446,0.000114319,0.00004849324,0.00002426236,0.000005635268,0.00004953151,0.000007316708,0.00003692156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4633649,"threshold_uncertainty_score":0.261276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1507649428","doi":"10.1245/s10434-015-4634-9","title":"Surgical Downstaging in an Open-Label Phase II Trial of Denosumab in Patients with Giant Cell Tumor of Bone","year":2015,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Implantcast; GlaxoSmithKline; Amgen","keywords":"Medicine; Denosumab; Surgery; Surgical oncology; Osteoporosis; Internal medicine","authors":[{"name":"Piotr Rutkowski","is_ca":false},{"name":"Stefano Ferrari","is_ca":false},{"name":"R. J. Grimer","is_ca":false},{"name":"Paul Stalley","is_ca":false},{"name":"P. D. S. Dijkstra","is_ca":false},{"name":"Andrzej Pieńkowski","is_ca":false},{"name":"Gualter Vaz","is_ca":false},{"name":"Jay S. Wunder","is_ca":true},{"name":"Leanne L. Seeger","is_ca":false},{"name":"Amy Feng","is_ca":false},{"name":"Zachary Roberts","is_ca":false},{"name":"Bruce Allen Bach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1220752234050925,"gpt":0.4114950694859038,"spread":0.2894198460808113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008556125,0.0001861575,0.001498329,0.0002534855,0.00001561343,0.000003925617,0.0001593908,0.0001182732,0.00007737536],"category_scores_gemma":[0.00004448351,0.0001339913,0.00006159487,0.0003706809,0.0002144577,0.0001567372,0.000157131,0.0001972076,0.000002628396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006674701,"about_ca_system_score_gemma":0.0004136205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004782836,"about_ca_topic_score_gemma":0.0001167248,"domain_scores_codex":[0.9976323,0.000261608,0.001041976,0.000321904,0.0003988119,0.0003434293],"domain_scores_gemma":[0.9983664,0.0002452888,0.0004945577,0.0002844911,0.0003264865,0.0002828447],"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":[0.4718288,0.2781525,0.2090903,0.0001432643,0.0001362696,0.007180641,0.0008089722,0.00001828607,0.0001922709,0.0004742705,0.0006475386,0.03132694],"study_design_scores_gemma":[0.8158045,0.1444512,0.02735483,0.0003299699,0.0001033005,0.00004991909,0.0001837627,0.0000580744,0.003622256,0.00008945118,0.007732056,0.0002205821],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934095,0.000277424,2.033532e-7,0.0009633806,0.00006528501,0.0009990685,0.00004019216,0.000005760528,0.004239209],"genre_scores_gemma":[0.9993219,0.000156058,0.0002461982,0.0000701699,0.00002592693,0.00004533202,0.0000648767,0.0000175481,0.00005194386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3439758,"threshold_uncertainty_score":0.5464005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954227790","doi":"10.1245/s10434-019-07580-9","title":"Prognosis After Resection of Barcelona Clinic Liver Cancer (BCLC) Stage 0, A, and B Hepatocellular Carcinoma: A Comprehensive Assessment of the Current BCLC Classification","year":2019,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Liver cancer; Medicine; Hepatocellular carcinoma; Internal medicine; Stage (stratigraphy); Gastroenterology; Hazard ratio; Confidence interval; Biology","authors":[{"name":"Diamantis I. Tsilimigras","is_ca":false},{"name":"Fabio Bagante","is_ca":false},{"name":"Kota Sahara","is_ca":false},{"name":"Dimitrios Moris","is_ca":false},{"name":"J. Madison Hyer","is_ca":false},{"name":"Lu Wu","is_ca":false},{"name":"Francesca Ratti","is_ca":false},{"name":"Hugo P. Marques","is_ca":false},{"name":"Olivier Soubrane","is_ca":false},{"name":"Anghela Z. Paredes","is_ca":false},{"name":"Vincent Lam","is_ca":false},{"name":"George A. Poultsides","is_ca":false},{"name":"Irinel Popescu","is_ca":false},{"name":"Sorin Alexandrescu","is_ca":false},{"name":"Guillaume Martel","is_ca":true},{"name":"Aklile Workneh","is_ca":true},{"name":"Alfredo Guglielmi","is_ca":false},{"name":"Tom Hugh","is_ca":false},{"name":"Luca Aldrighetti","is_ca":false},{"name":"Itaru Endo","is_ca":false},{"name":"Timothy M. Pawlik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1898065756973769,"gpt":0.3943202741283612,"spread":0.2045136984309844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003972833,0.0001840608,0.0007659761,0.0001276651,0.00003329578,0.000003725111,0.00009825363,0.0001894175,0.0005533996],"category_scores_gemma":[0.00001225919,0.0001261001,0.0003172763,0.0002646343,0.0003118643,0.00006224683,0.0001119489,0.0002895547,0.00000637496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006573742,"about_ca_system_score_gemma":0.0003653725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002990624,"about_ca_topic_score_gemma":0.00002930043,"domain_scores_codex":[0.9979551,0.0003896747,0.0007005887,0.0003427732,0.0003754066,0.0002364375],"domain_scores_gemma":[0.99812,0.0003511542,0.0005060663,0.0003270307,0.0005793713,0.0001163479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001003711,0.0009548297,0.976565,0.0007882991,0.0001877082,0.00003786245,0.0002068477,5.659425e-7,0.002836465,0.0001490319,0.0002278005,0.01704185],"study_design_scores_gemma":[0.00217293,0.002628414,0.9377748,0.0002452924,0.0002763241,0.00000890494,0.00008791567,0.00234306,0.01325684,0.00003062241,0.04106057,0.0001142743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869664,0.007838318,0.000004009155,0.002305067,0.0002045807,0.00133983,0.00006429266,0.000008136907,0.001269362],"genre_scores_gemma":[0.9895191,0.009774602,0.00007780383,0.00008961131,0.00005435024,0.0001751221,0.00002841333,0.0000164313,0.0002646155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083277,"threshold_uncertainty_score":0.6059337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997851486","doi":"10.1245/s10434-014-4273-6","title":"Benefit of Treating Hepatocellular Carcinoma Recurrence after Liver Transplantation and Analysis of Prognostic Factors for Survival in a Large Euro-American Series","year":2014,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hazard ratio; Internal medicine; Liver transplantation; Confidence interval; Multivariate analysis; Surgical oncology; Gastroenterology; Proportional hazards model; Univariate analysis; Transplantation; Surgery","authors":[{"name":"Gonzalo Sapisochín","is_ca":true},{"name":"Nicolás Goldaracena","is_ca":true},{"name":"Sabina G. Astete","is_ca":false},{"name":"Jerome Laurence","is_ca":true},{"name":"Darrell D. Davidson","is_ca":true},{"name":"Ehab Rafael","is_ca":false},{"name":"Lluı́s Castells","is_ca":false},{"name":"Charbel Sandroussi","is_ca":false},{"name":"Itxarone Bilbao","is_ca":false},{"name":"Cristina Dopazo","is_ca":false},{"name":"David Grant","is_ca":true},{"name":"J. L. Lázaro","is_ca":false},{"name":"M. Caralt","is_ca":false},{"name":"Anand Ghanekar","is_ca":true},{"name":"Ian D. McGilvray","is_ca":true},{"name":"Leslie Lilly","is_ca":true},{"name":"Mark S. Cattral","is_ca":true},{"name":"Markus Selzner","is_ca":true},{"name":"R. Charco","is_ca":false},{"name":"Paul D. Greig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07235928209083416,"gpt":0.311940770802393,"spread":0.2395814887115588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004531131,0.0001507122,0.001040913,0.0003365906,0.00001795397,0.000002321353,0.00004660436,0.0001000836,0.00003546223],"category_scores_gemma":[0.0000695339,0.0001227093,0.0002588403,0.0005490699,0.0001893234,0.00005757218,0.00001608634,0.00007119252,2.098972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001176958,"about_ca_system_score_gemma":0.00004329238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003627146,"about_ca_topic_score_gemma":0.0002479283,"domain_scores_codex":[0.9986583,0.0001716124,0.0005373342,0.0002447689,0.0001545494,0.0002334308],"domain_scores_gemma":[0.9982749,0.001026564,0.0002797931,0.0001231488,0.0002019578,0.00009362489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001639853,0.0004378095,0.9864728,0.0004036591,0.0003035869,0.0001285963,0.001292646,0.000001688455,0.0002286228,0.0002876802,0.000001172184,0.008801889],"study_design_scores_gemma":[0.001580111,0.003758173,0.9787991,0.00008096891,0.001414208,0.00001068014,0.0001818887,0.005383375,0.00807846,0.00003506908,0.0005694525,0.0001085001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99822,0.0005538565,0.0001092567,0.0002664292,0.00001805654,0.0004123386,0.0001736721,0.000006192102,0.0002401614],"genre_scores_gemma":[0.9977701,0.001569488,0.0003563858,0.00001633717,0.00001397,0.00005312188,0.0001954604,0.00001058027,0.00001454489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008693389,"threshold_uncertainty_score":0.5003941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989702530","doi":"10.1245/aso.2003.01.012","title":"Lymph Node Retrieval and Assessment in Stage II Colorectal Cancer: A Population-Based Study","year":2003,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cancer Care Ontario; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Stage (stratigraphy); Lymph node; Colorectal cancer; Oncology; Lymph; Population; Internal medicine; Cancer; Multivariate analysis; Cancer registry; Adjuvant therapy; Surgery; General surgery; Pathology","authors":[{"name":"Frances C. Wright","is_ca":true},{"name":"Calvin Law","is_ca":true},{"name":"Linda Last","is_ca":true},{"name":"Mahmoud A. Khalifa","is_ca":true},{"name":"Angel Arnaout","is_ca":true},{"name":"Zaid A. Naseer","is_ca":true},{"name":"Neil Klar","is_ca":true},{"name":"Steve Gallinger","is_ca":false},{"name":"Andrew J. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07160670235580026,"gpt":0.422291028448239,"spread":0.3506843260924387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006826571,0.0002064278,0.0008925076,0.0001877831,0.0000690297,0.000006236729,0.00006132406,0.0001863699,0.0006872357],"category_scores_gemma":[0.00008401564,0.0001731594,0.0001163332,0.0004933408,0.00009324448,0.00005439503,0.00005458276,0.0002618,0.00000195449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999616,"about_ca_system_score_gemma":0.000736476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159357,"about_ca_topic_score_gemma":0.0003480728,"domain_scores_codex":[0.9978536,0.0003897964,0.0005774337,0.0004222843,0.000388207,0.0003687189],"domain_scores_gemma":[0.9986917,0.0005748974,0.0001832474,0.000165527,0.0001518285,0.0002328217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004654452,0.003867323,0.9844579,0.00004004268,0.000124016,0.001015489,0.0001204471,0.00009008276,0.00009486691,0.0003296603,0.00002728595,0.005178493],"study_design_scores_gemma":[0.01097295,0.005139345,0.9606693,0.0000538582,0.00006623052,0.0000273766,0.0001439978,0.0002218435,0.0006543631,0.00007370012,0.02181786,0.0001591923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850562,0.0004928838,0.000001198444,0.003224783,0.0001382114,0.0008132379,0.00002746683,0.0000264991,0.01021957],"genre_scores_gemma":[0.9985603,0.0005572354,0.0002147743,0.000302563,0.00003100489,0.00009790737,0.0000189268,0.00001798102,0.0001992866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378856,"threshold_uncertainty_score":0.7524748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090438424","doi":"10.1245/s10434-010-0949-8","title":"Parenchyma-Preserving Resections for Small Nonfunctioning Pancreatic Endocrine Tumors","year":2010,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Enucleation; Endocrine system; Pancreatic fistula; Malignancy; Lymph node; Neuroendocrine tumors; Surgery; Pancreatectomy; Perioperative; Internal medicine; Gastroenterology; Pancreas","authors":[{"name":"Massimo Falconi","is_ca":true},{"name":"Alessandro Zerbi","is_ca":false},{"name":"Stefano Crippa","is_ca":true},{"name":"Gianpaolo Balzano","is_ca":false},{"name":"Letizia Boninsegna","is_ca":true},{"name":"Vanessa Capitanio","is_ca":false},{"name":"Claudio Bassi","is_ca":true},{"name":"Valerio Di Carlo","is_ca":false},{"name":"Paolo Pederzoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1082438723033879,"gpt":0.4198643202523934,"spread":0.3116204479490056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195063,0.0001692011,0.0006374024,0.0002536708,0.0001432134,0.00001270521,0.0002014558,0.00003391937,0.0007376641],"category_scores_gemma":[0.001216809,0.0001427865,0.0002369477,0.0003329045,0.0002842245,0.0001117175,0.0001439445,0.000631007,0.00002243884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002093499,"about_ca_system_score_gemma":0.000267168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973485,"about_ca_topic_score_gemma":0.0003484456,"domain_scores_codex":[0.9980721,0.0001068813,0.0005250557,0.0003713897,0.0002669556,0.0006575771],"domain_scores_gemma":[0.996695,0.001772625,0.000171202,0.0004063061,0.0005977377,0.0003571317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02710925,0.01009168,0.1523839,0.003868858,0.001681749,0.04706552,0.0004729122,0.0004584539,0.3694801,0.04781715,0.1405321,0.1990383],"study_design_scores_gemma":[0.002732705,0.004085453,0.00369489,0.00008184971,0.00005630737,0.004622026,0.0001276333,0.0002951277,0.03748838,0.002105073,0.9445509,0.0001596883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316524,0.000219746,0.00009294267,0.02581621,0.0004456727,0.0008503448,0.00002343363,0.00009955937,0.04079971],"genre_scores_gemma":[0.9901595,0.0007876899,0.003463275,0.0003618688,0.0006599997,0.0002948273,0.00003503458,0.00003625953,0.004201616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8040187,"threshold_uncertainty_score":0.8076905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045273930","doi":"10.1245/s10434-011-2127-z","title":"Myxoid\\Round Cell Liposarcoma (MRCLS) Revisited: An Analysis of 418 Primarily Managed Cases","year":2011,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôtel-Dieu de Québec; University of British Columbia; Ottawa Hospital; BC Cancer Agency; Princess Margaret Cancer Centre; Vancouver General Hospital; Mount Sinai Hospital; Hôpital Maisonneuve-Rosemont; Juravinski Cancer Centre; McGill University Health Centre","funders":"","keywords":"Medicine; Radiation therapy; Surgical oncology; Surgical margin; Metastasis; Surgery; Sarcoma; Overall survival; Oncology; Retrospective cohort study; Internal medicine; Cancer; Pathology","authors":[{"name":"Louis-Charles Moreau","is_ca":true},{"name":"Robert Turcotte","is_ca":true},{"name":"Peter C. Ferguson","is_ca":true},{"name":"Jay S. Wunder","is_ca":true},{"name":"Paul W. Clarkson","is_ca":true},{"name":"Bas Masri","is_ca":true},{"name":"Marc Isler","is_ca":true},{"name":"Norbert Dion","is_ca":true},{"name":"Joel Werier","is_ca":true},{"name":"Michelle Ghert","is_ca":true},{"name":"Benjamin Deheshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1330585096299453,"gpt":0.3789420800495417,"spread":0.2458835704195964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005027277,0.0002108368,0.001405004,0.0005019396,0.00004114553,0.000005804643,0.0001620244,0.000216121,0.001435],"category_scores_gemma":[0.00002958504,0.0001640916,0.0005799167,0.0007601916,0.0002288483,0.00008803035,0.00008028185,0.0001487776,0.00002381934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004371559,"about_ca_system_score_gemma":0.0000989038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008281004,"about_ca_topic_score_gemma":0.00006599581,"domain_scores_codex":[0.9979828,0.0002699705,0.0007282254,0.0003912808,0.0002914267,0.0003363198],"domain_scores_gemma":[0.9978089,0.000649105,0.0003774087,0.0005721289,0.0003138914,0.0002786145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005505337,0.04217285,0.7856922,0.0004456653,0.008976207,0.02096492,0.001518099,0.00001396936,0.0008275859,0.008309548,0.006812407,0.1187613],"study_design_scores_gemma":[0.003953643,0.01132673,0.8050163,0.00008161097,0.007128955,0.0002843274,0.0005149319,0.000129092,0.009800467,0.0002419144,0.1611863,0.0003356717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604074,0.00372691,0.00000622345,0.001158738,0.00004834893,0.0002911612,0.00004808285,0.00002851899,0.03428462],"genre_scores_gemma":[0.9925079,0.005483869,0.0009461213,0.0006639111,0.00005422799,0.0000239449,0.000118169,0.00001820856,0.000183624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1543739,"threshold_uncertainty_score":0.9994778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077111716","doi":"10.1245/aso.2003.02.003","title":"Pancreatic Resection for Metastatic Renal Cell Carcinoma: Presentation, Treatment, and Outcome","year":2003,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Health Sciences Centre; University of Toronto; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Renal cell carcinoma; Nephrectomy; Pancreas; Surgical oncology; Perioperative; Surgery; Internal medicine; Kidney","authors":[{"name":"Calvin Law","is_ca":true},{"name":"Alice C. Wei","is_ca":true},{"name":"Sherif S. Hanna","is_ca":true},{"name":"Mohamed Alzahrani","is_ca":true},{"name":"Bryce Taylor","is_ca":true},{"name":"Paul D. Greig","is_ca":true},{"name":"Bernard Langer","is_ca":true},{"name":"Steven Gallinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1553705356037195,"gpt":0.4045705513947397,"spread":0.2492000157910202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464447,0.0001833853,0.000698014,0.0001395816,0.00006132225,0.000006381106,0.00003174607,0.00009757672,0.0001083625],"category_scores_gemma":[0.0000657129,0.0001325464,0.0002064059,0.000139833,0.000124773,0.00005720995,0.00001116914,0.00007185459,0.000007680852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009455117,"about_ca_system_score_gemma":0.0001517003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001075772,"about_ca_topic_score_gemma":0.00002311398,"domain_scores_codex":[0.9985247,0.0002329012,0.0005071464,0.0003028008,0.0001396774,0.0002927608],"domain_scores_gemma":[0.9983896,0.0008000604,0.0001918159,0.0002009963,0.000209594,0.0002079277],"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":[0.03343569,0.01579362,0.8210169,0.003246341,0.00282549,0.004169283,0.002718412,0.000141079,0.03359793,0.01713814,0.0176835,0.04823361],"study_design_scores_gemma":[0.03232772,0.06136821,0.07108553,0.0000505971,0.002229389,0.001818457,0.000637363,0.0001576069,0.3585987,0.002851083,0.4684035,0.0004718336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764324,0.001915494,0.00007445239,0.002124029,0.00007438134,0.0009489309,0.00001917149,0.00001566649,0.01839549],"genre_scores_gemma":[0.9938122,0.001005698,0.001674842,0.0001101999,0.00005381904,0.0001767321,0.00004640733,0.00001957547,0.003100527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7499313,"threshold_uncertainty_score":0.5405084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010716627","doi":"10.1245/s10434-009-0839-0","title":"Comparing the Clinical and Economic Impact of Laparoscopic Versus Open Liver Resection","year":2009,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Surgical oncology; Laparoscopy; Surgery; Open surgery; Subgroup analysis; Laparoscopic surgery; General surgery; Internal medicine; Meta-analysis","authors":[{"name":"Tsafrir Vanounou","is_ca":true},{"name":"Jennifer L. Steel","is_ca":false},{"name":"Kevin T. Nguyen","is_ca":false},{"name":"Allan Tsung","is_ca":false},{"name":"J. Wallis Marsh","is_ca":false},{"name":"David A. Geller","is_ca":false},{"name":"T. Clark Gamblin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4298490188617523,"gpt":0.4779954053178577,"spread":0.04814638645610542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000644093,0.00007724617,0.0005482031,0.00003815939,0.0000322112,0.000007176127,0.00009549349,0.0001194453,0.0001586018],"category_scores_gemma":[0.00002212231,0.00004719279,0.0001809858,0.00005186208,0.0001884012,0.00005558133,0.00006271989,0.0001306455,0.000009447637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003223429,"about_ca_system_score_gemma":0.0001704334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005245763,"about_ca_topic_score_gemma":0.00005602509,"domain_scores_codex":[0.9991199,0.0001840121,0.0003592336,0.0001453094,0.00005566873,0.0001358247],"domain_scores_gemma":[0.9990667,0.000501305,0.0001331893,0.0001503378,0.00005009746,0.00009838014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008129424,0.0003624523,0.956672,0.00001142488,0.0002681873,0.00009664398,0.00007776117,0.000003507502,0.00004493965,0.0006727494,0.00293475,0.03072618],"study_design_scores_gemma":[0.009644047,0.02048162,0.9358022,0.00004476153,0.0001725377,0.0000639522,0.00002953012,0.001243322,0.001660226,0.0002201248,0.03055559,0.00008203296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791728,0.0007564882,3.717176e-7,0.003187996,0.00008287394,0.0002826384,0.000002680681,0.000005072905,0.01650903],"genre_scores_gemma":[0.9955902,0.00412082,0.00004209049,0.0000775246,0.00009655756,0.000004275081,0.000007214461,0.000003644805,0.00005770814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03064415,"threshold_uncertainty_score":0.1924466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101798074","doi":"10.1245/aso.2006.03.045","title":"Prognostic Analysis of Clinicopathologic Factors in 49 Patients With Diffuse Malignant Peritoneal Mesothelioma Treated With Cytoreductive Surgery and Intraperitoneal Hyperthermic Perfusion","year":2006,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Mesothelioma; Peritoneal mesothelioma; Surgical oncology; Hyperthermic intraperitoneal chemotherapy; Oncology; Internal medicine; Prospective cohort study; Surgery; Cytoreductive surgery; Pathology; Gastroenterology; Ovarian cancer; Cancer","authors":[{"name":"Marcello Deraco","is_ca":false},{"name":"Daisuke Nonaka","is_ca":false},{"name":"Dario Baratti","is_ca":false},{"name":"Paolo G. Casali","is_ca":false},{"name":"Juan Rosaí","is_ca":false},{"name":"Rami Younan","is_ca":true},{"name":"Andreola Salvatore","is_ca":false},{"name":"Antonello D. Cabras","is_ca":false},{"name":"Shigeki Kusamura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02475521785342551,"gpt":0.2909230605336189,"spread":0.2661678426801934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253614,0.000181399,0.0008946409,0.0003607206,0.00002904655,0.0000028612,0.0000387881,0.0001227141,0.00007511028],"category_scores_gemma":[0.00001691847,0.0001060501,0.0001363297,0.0005486757,0.0005337439,0.0000595267,0.00002625396,0.00008895678,7.97921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003379238,"about_ca_system_score_gemma":0.00006608087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003539985,"about_ca_topic_score_gemma":0.00006365102,"domain_scores_codex":[0.9986144,0.0001396096,0.0004664658,0.0003029766,0.0002593941,0.0002171254],"domain_scores_gemma":[0.9989908,0.0004647044,0.0002261582,0.0001168838,0.0000945231,0.0001069443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005854208,0.004413214,0.9859271,0.00003427441,0.0002010979,0.0002676565,0.00007886106,0.00003981701,0.001214864,0.000013537,0.000006730992,0.001948636],"study_design_scores_gemma":[0.001728651,0.002932518,0.9928872,0.0000713592,0.0006041196,0.00002064847,0.0001110207,0.00004959915,0.001373088,0.000008127545,0.00009171363,0.0001219636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989758,0.0001951303,3.348748e-7,0.0002444745,0.00001181223,0.0002834638,0.0001081849,0.0000110452,0.0001697807],"genre_scores_gemma":[0.9991609,0.0003770939,0.0000312661,0.00003840827,0.00001689451,0.00001843866,0.0003278453,0.00001298705,0.0000161915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006960088,"threshold_uncertainty_score":0.4324596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016050211","doi":"10.1245/s10434-020-08452-3","title":"Recurrence Patterns and Outcomes after Resection of Hepatocellular Carcinoma within and beyond the Barcelona Clinic Liver Cancer Criteria","year":2020,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver cancer; Internal medicine; Surgical oncology; Resection; Gastroenterology; Surgery","authors":[{"name":"Diamantis I. Tsilimigras","is_ca":false},{"name":"Fabio Bagante","is_ca":false},{"name":"Dimitrios Moris","is_ca":false},{"name":"J. Madison Hyer","is_ca":false},{"name":"Kota Sahara","is_ca":false},{"name":"Anghela Z. Paredes","is_ca":false},{"name":"Rittal Mehta","is_ca":false},{"name":"Francesca Ratti","is_ca":false},{"name":"Hugo P. Marques","is_ca":false},{"name":"Olivier Soubrane","is_ca":false},{"name":"Vincent Lam","is_ca":false},{"name":"George A. Poultsides","is_ca":false},{"name":"Irinel Popescu","is_ca":false},{"name":"Sorin Alexandrescu","is_ca":false},{"name":"Guillaume Martel","is_ca":true},{"name":"Aklile Workneh","is_ca":true},{"name":"Alfredo Guglielmi","is_ca":false},{"name":"Tom Hugh","is_ca":false},{"name":"Luca Aldrighetti","is_ca":false},{"name":"Itaru Endo","is_ca":false},{"name":"Timothy M. Pawlik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1546545217552956,"gpt":0.3639099656779072,"spread":0.2092554439226116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003826437,0.0001569525,0.0005993065,0.0000505725,0.00003933909,0.00000669883,0.00006349017,0.0001605345,0.0005416014],"category_scores_gemma":[0.00003999946,0.00009981202,0.000131312,0.0001221084,0.0002925651,0.0000589422,0.00009492777,0.0002027335,0.000004259684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001060618,"about_ca_system_score_gemma":0.00008479143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004026825,"about_ca_topic_score_gemma":0.0000555618,"domain_scores_codex":[0.9986476,0.0002396488,0.0004563391,0.0002886036,0.0001791101,0.0001886922],"domain_scores_gemma":[0.998967,0.000367121,0.0001731775,0.0001489078,0.0001516182,0.0001921986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001508608,0.0001235772,0.9868671,0.0002378689,0.0001235474,0.000491093,0.001489452,3.069621e-8,0.0001829243,0.0000384363,0.0005530697,0.008384314],"study_design_scores_gemma":[0.002352386,0.004268228,0.9665886,0.00009829555,0.0003301894,0.00006873906,0.0002588259,0.00146403,0.008901126,0.0001302066,0.01536419,0.0001751894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659439,0.006624407,0.000003720717,0.0264586,0.00009029454,0.000378362,0.00005799721,0.000008359893,0.0004343372],"genre_scores_gemma":[0.9886901,0.009035571,0.0000625323,0.00196761,0.00008701607,0.00005827901,0.00001313098,0.00001236992,0.00007339057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02449099,"threshold_uncertainty_score":0.5930156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975562443","doi":"10.1245/s10434-013-3116-1","title":"Increased Postoperative Complications in Bilateral Mastectomy Patients Compared to Unilateral Mastectomy: An Analysis of the NSQIP Database","year":2013,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Mastectomy; Sentinel lymph node; Breast cancer; Surgical oncology; Odds ratio; Surgery; Confidence interval; Complication; Mammaplasty; Breast surgery; Breast reconstruction; Univariate analysis; Cancer; Multivariate analysis; Internal medicine","authors":[{"name":"Fahima Osman","is_ca":true},{"name":"Fady Saleh","is_ca":true},{"name":"Timothy Jackson","is_ca":true},{"name":"Mark Corrigan","is_ca":false},{"name":"Tulin Cil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05628541362003869,"gpt":0.3469465360692018,"spread":0.2906611224491631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001794454,0.0001282076,0.000664009,0.0004336378,0.00004183591,0.000006396062,0.0001505111,0.0001100984,0.0003809672],"category_scores_gemma":[0.0000119336,0.00008087761,0.0001478679,0.0009381722,0.0001836018,0.000138262,0.0000808282,0.0001657868,0.00001335291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004034389,"about_ca_system_score_gemma":0.00009527823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002067336,"about_ca_topic_score_gemma":0.0004614543,"domain_scores_codex":[0.9985349,0.0002876861,0.0005573969,0.0002298763,0.0001682945,0.0002218031],"domain_scores_gemma":[0.9987099,0.0001419243,0.0001851032,0.0003228143,0.0004551559,0.0001851003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001161413,0.001366333,0.9600846,0.0000264921,0.0004994128,0.00001636516,0.0006623461,0.0002240277,0.005021856,0.0003224045,0.0003535845,0.03026112],"study_design_scores_gemma":[0.002166637,0.0004761017,0.9908503,0.0000540391,0.0001614212,0.0001926692,0.0001383266,0.001801887,0.001855765,0.00002641252,0.002179146,0.00009725899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914918,0.00000775695,0.000006422893,0.006675093,0.00007491667,0.0006082153,0.0001706844,0.00001122544,0.0009538748],"genre_scores_gemma":[0.9987694,0.000008701601,0.0003035488,0.0004489674,0.00002067788,0.0000340856,0.0003659907,0.000007098209,0.00004153639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03076569,"threshold_uncertainty_score":0.4171324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996266356","doi":"10.1245/s10434-006-9249-8","title":"Trends in the Treatment and Outcome of Pancreatic Cancer in the United States","year":2007,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pancreatic cancer; Cancer; Surgical oncology; Internal medicine; Cancer registry; Survival rate; Epidemiology; Disease; Adenocarcinoma; Population; Incidence (geometry); Mortality rate; Surgery; Oncology","authors":[{"name":"Nancy N. Baxter","is_ca":true},{"name":"Bryan A. Whitson","is_ca":false},{"name":"Todd M. Tuttle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1783315088743508,"gpt":0.4951051408629666,"spread":0.3167736319886159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189049,0.00009814977,0.0006690382,0.0003519213,0.00002142251,0.000001945264,0.0001075011,0.0001258655,0.0001828876],"category_scores_gemma":[0.00004291739,0.00004510775,0.00007134487,0.0006447278,0.0003952355,0.00001602211,0.00001526718,0.000190396,0.00000124941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005067332,"about_ca_system_score_gemma":0.00007429858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004624466,"about_ca_topic_score_gemma":0.002107645,"domain_scores_codex":[0.9984963,0.0003864177,0.0005115179,0.0001263193,0.0001825772,0.0002968789],"domain_scores_gemma":[0.996492,0.003099836,0.0001043507,0.0001750674,0.00007123288,0.00005755931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001381299,0.001400215,0.9447638,0.0000359557,0.00009716457,0.0005806158,0.004289656,0.000007427324,0.00002580298,0.0009199475,0.0005021191,0.04599597],"study_design_scores_gemma":[0.003399116,0.004051503,0.8742661,0.00004099502,0.0001046393,0.00008703423,0.002731991,0.0001589373,0.00007818874,0.0002414929,0.1147896,0.00005045269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601018,0.001169711,0.000001911836,0.02842629,0.00001522404,0.0002441279,0.00001034902,0.000002637771,0.01002798],"genre_scores_gemma":[0.9800518,0.01852214,0.00003457021,0.0009857371,0.00003432564,0.00004014381,0.00002005513,0.000004322889,0.0003069033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142875,"threshold_uncertainty_score":0.699084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050428207","doi":"10.1245/s10434-011-1876-z","title":"Unplanned Excision of Soft Tissue Sarcoma Results in Increased Rates of Local Recurrence Despite Full Further Oncological Treatment","year":2011,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"National Institute for Health and Care Research; Royal Marsden NHS Foundation Trust","keywords":"Medicine; Soft tissue sarcoma; Sarcoma; Surgical oncology; Surgery; Stage (stratigraphy); Wide local excision; Soft tissue; Trunk; Biopsy; Radiology; Pathology","authors":[{"name":"Yassar Qureshi","is_ca":false},{"name":"J. R. Huddy","is_ca":true},{"name":"Jeffrey D. Miller","is_ca":true},{"name":"D. Strauß","is_ca":true},{"name":"Joseph Thomas","is_ca":true},{"name":"Andrew Hayes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.15392197226937,"gpt":0.4007874460227321,"spread":0.2468654737533622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006358749,0.0002389037,0.001308592,0.0002231823,0.00001667225,0.000001466717,0.000135609,0.0003306741,0.0003557269],"category_scores_gemma":[0.0001113435,0.0001593665,0.0002197455,0.0003156001,0.0004730794,0.00004769443,0.00006748022,0.0001351771,0.00002047108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001043,"about_ca_system_score_gemma":0.0002246792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139676,"about_ca_topic_score_gemma":0.0002615366,"domain_scores_codex":[0.9974993,0.0003994071,0.001112084,0.0003810354,0.0002582944,0.0003498644],"domain_scores_gemma":[0.9971132,0.001631165,0.000457244,0.0003350902,0.0002564996,0.000206848],"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":[0.05261029,0.03215458,0.1550175,0.0001143644,0.0003731552,0.00492729,0.001509112,0.00001793819,0.001915206,0.0008070801,0.0009431691,0.7496103],"study_design_scores_gemma":[0.02793507,0.08036674,0.5844697,0.0007559487,0.0002726568,0.0003806642,0.0006281519,0.0001387025,0.2305503,0.001224476,0.07290379,0.0003737835],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900064,0.002417859,0.00001936217,0.002362529,0.0000639408,0.0005375821,0.00006876335,0.00001401472,0.004509474],"genre_scores_gemma":[0.9948132,0.004069373,0.0008337456,0.00010355,0.00003346369,0.00005435055,0.00005014649,0.00001251974,0.00002963534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7492365,"threshold_uncertainty_score":0.6498778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969310556","doi":"10.1245/s10434-009-0409-5","title":"AHPBA/SSO/SSAT Consensus Conference on Resectable and Borderline Resectable Pancreatic Cancer: Rationale and Overview of the Conference","year":2009,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgical oncology; Pancreatic cancer; Oncology; Internal medicine; General surgery; Cancer","authors":[{"name":"Jean‐Nicolas Vauthey","is_ca":false},{"name":"Elijah Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2352264180539077,"gpt":0.4559811816010492,"spread":0.2207547635471415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008784227,0.0001633532,0.001052085,0.00009142798,0.0001053692,0.000008434942,0.0001273111,0.0002266905,0.0005722129],"category_scores_gemma":[0.0003387499,0.0001064448,0.00007370868,0.0002452552,0.0008778565,0.00003658874,0.00008161987,0.0003448199,0.000002991587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000337708,"about_ca_system_score_gemma":0.0009431589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004767009,"about_ca_topic_score_gemma":0.0001789011,"domain_scores_codex":[0.9980549,0.0003926296,0.0005246981,0.0003035252,0.0003630013,0.0003612398],"domain_scores_gemma":[0.9971977,0.001428989,0.0002417028,0.0002990288,0.0006368217,0.0001956847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.02919422,0.005546212,0.311044,0.002692625,0.001551611,0.0009060854,0.002503822,0.00004536046,0.03588928,0.4083805,0.07289045,0.1293559],"study_design_scores_gemma":[0.02267778,0.02682093,0.4884766,0.003731674,0.000899606,0.00118728,0.001024598,0.006998063,0.0159985,0.04242657,0.388993,0.0007653707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867117,0.006727416,0.000003695296,0.08476652,0.00004257313,0.0006475922,0.00004926509,0.00001080822,0.04063512],"genre_scores_gemma":[0.9363035,0.05953142,0.0002158508,0.001188921,0.00005779748,0.00003023193,0.000009034969,0.000007269806,0.002655985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3659539,"threshold_uncertainty_score":0.626533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971321234","doi":"10.1245/s10434-011-1828-7","title":"Changes in Psychosocial Functioning 1 Year After Mastectomy Alone, Delayed Breast Reconstruction, or Immediate Breast Reconstruction","year":2011,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Foothills Medical Centre; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Mastectomy; Breast reconstruction; Psychosocial; Medicine; Breast cancer; Quality of life (healthcare); Anxiety; Depression (economics); Distress; Cancer; Internal medicine; Psychiatry; Clinical psychology; Nursing","authors":[{"name":"Kelly Metcalfe","is_ca":true},{"name":"John L. Semple","is_ca":true},{"name":"May‐Lynn Quan","is_ca":true},{"name":"Susan T. Vadaparampil","is_ca":false},{"name":"Claire Holloway","is_ca":true},{"name":"Mitch Brown","is_ca":true},{"name":"Bethanne Bower","is_ca":false},{"name":"Ping Sun","is_ca":true},{"name":"Steven A. Narod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05172772237334607,"gpt":0.305963779546915,"spread":0.254236057173569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004693622,0.0002449868,0.0007390413,0.0004776639,0.00006988915,0.000008712409,0.00007944195,0.0005427067,0.004195844],"category_scores_gemma":[0.000009282318,0.000195973,0.0001775447,0.0005047365,0.0004469207,0.0002261515,0.00003571002,0.0004484239,0.00007394665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007746182,"about_ca_system_score_gemma":0.0002322265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002640336,"about_ca_topic_score_gemma":0.0009707488,"domain_scores_codex":[0.9980041,0.0001878998,0.0006975172,0.0004165181,0.0002076913,0.0004862843],"domain_scores_gemma":[0.9987809,0.000104466,0.0003521484,0.0001872294,0.0003356654,0.0002396138],"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":[0.02092743,0.0003361444,0.07578004,0.00005145132,0.0002274323,0.0002627898,0.0003480789,3.441664e-7,0.0001677465,0.00008174469,0.0003254242,0.9014913],"study_design_scores_gemma":[0.00977196,0.001878211,0.4503053,0.0005249433,0.0002381544,0.5251881,0.001727884,0.00003456401,0.001052937,0.0007524575,0.008003999,0.0005215029],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834107,0.00009500271,0.00001988284,0.004159339,0.002232417,0.0003495791,0.00009410582,0.00007283397,0.009566104],"genre_scores_gemma":[0.996053,0.001169079,0.001102707,0.0001296396,0.001082238,0.00006847305,0.00003371866,0.00003168145,0.0003295001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9009699,"threshold_uncertainty_score":0.9967145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977129112","doi":"10.1245/s10434-007-9491-8","title":"Outcomes of Salvage Surgery for Squamous Cell Carcinoma of the Anal Canal","year":2007,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Abdominoperineal resection; Surgery; Surgical oncology; Proportional hazards model; Univariate analysis; Survival analysis; Lymphovascular invasion; Anal canal; Anal cancer; Cancer; Internal medicine; Multivariate analysis; Colorectal cancer; Metastasis","authors":[{"name":"Dan Schiller","is_ca":true},{"name":"Bernard Cummings","is_ca":true},{"name":"Sundeep Rai","is_ca":true},{"name":"Lisa W. Le","is_ca":true},{"name":"Linda Last","is_ca":true},{"name":"Phil Davey","is_ca":true},{"name":"Alexandra Easson","is_ca":true},{"name":"Andrew Smith","is_ca":true},{"name":"Carol J. Swallow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07161575586965939,"gpt":0.3507154839326985,"spread":0.2790997280630391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009936445,0.0001266392,0.0009250218,0.0001457428,0.00002953831,8.508172e-7,0.0001252047,0.0001761258,0.0001133814],"category_scores_gemma":[0.000122448,0.00007872712,0.0007223904,0.0002682931,0.0003075271,0.00002091416,0.00006311835,0.0001533715,8.614813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002537862,"about_ca_system_score_gemma":0.0003278808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009126444,"about_ca_topic_score_gemma":0.0004869023,"domain_scores_codex":[0.9984319,0.0000665665,0.0007234392,0.0001640932,0.0002910145,0.0003229761],"domain_scores_gemma":[0.9968225,0.002116892,0.0003641416,0.0002022932,0.0003539181,0.0001401951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002931429,0.001010321,0.9745967,0.0003572263,0.00007636238,0.0002257408,0.0001554156,0.000003934098,0.004720935,0.0009556747,0.006198589,0.008767711],"study_design_scores_gemma":[0.001361466,0.001634318,0.8882191,0.00001750295,0.0001069538,0.00005735356,0.0001526791,0.00001880134,0.07119149,0.0001419539,0.03700889,0.00008948687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985171,0.000453705,0.000009386651,0.004229511,0.0001820687,0.000233192,0.00004666584,0.00000540609,0.009669017],"genre_scores_gemma":[0.9988514,0.00004158035,0.00004452638,0.0004327465,0.0001014573,0.000004581119,0.00001028608,0.00001052414,0.0005028793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08637755,"threshold_uncertainty_score":0.3210399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013687432","doi":"10.1245/aso.2004.12.045","title":"The Computer Synoptic Operative Report—A Leap Forward in the Science of Surgery","year":2004,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Surgical oncology; Laparotomy; General surgery; Surgery; Demographics; Colorectal surgery; Oncologic surgery; Cancer surgery; Colorectal cancer; Abdominal surgery; Cancer; Internal medicine","authors":[{"name":"Ibrahim Edhemović","is_ca":false},{"name":"Walley Temple","is_ca":true},{"name":"Christopher J. de Gara","is_ca":true},{"name":"Gavin Stuart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1059817569755327,"gpt":0.4249684294075116,"spread":0.3189866724319789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003954311,0.0001005485,0.0005484509,0.0001416527,0.0000622005,0.00001307918,0.0002607747,0.00005718926,0.00001096754],"category_scores_gemma":[0.0006868302,0.0000488857,0.0001219317,0.0006415825,0.002530018,0.000124727,0.00008577178,0.0002408056,0.000006745807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004299802,"about_ca_system_score_gemma":0.0007490126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006003368,"about_ca_topic_score_gemma":0.000007905071,"domain_scores_codex":[0.9981517,0.0000997573,0.0006841103,0.000213313,0.0005257731,0.0003253635],"domain_scores_gemma":[0.9967448,0.00213001,0.0002303827,0.000365122,0.0004416684,0.00008800214],"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":[0.004985458,0.01182438,0.05505911,0.0007064952,0.0007687024,0.08020739,0.01262412,0.003042549,0.007341146,0.1347371,0.08517855,0.603525],"study_design_scores_gemma":[0.009820577,0.01068059,0.1675084,0.002454384,0.0002192434,0.02768078,0.004030966,0.001018901,0.03693239,0.01447064,0.7244644,0.0007187302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8541311,0.0004322802,0.00006410487,0.1142865,0.000290589,0.0002945364,0.000001375198,0.00001114071,0.03048831],"genre_scores_gemma":[0.9972935,0.0006086921,0.0003096002,0.00154553,0.0001075164,0.00001093914,0.000003416305,0.000006219645,0.000114566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392859,"threshold_uncertainty_score":0.9321957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014885573","doi":"10.1245/s10434-009-0656-5","title":"Racial Differences in Cancer Specialist Consultation, Treatment, and Outcomes for Locoregional Pancreatic Adenocarcinoma","year":2009,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hazard ratio; Pancreatic cancer; Internal medicine; Cancer registry; Surveillance, Epidemiology, and End Results; Proportional hazards model; Adenocarcinoma; Epidemiology; Confidence interval; Odds ratio; Oncology; Survival analysis; Incidence (geometry); Cancer","authors":[{"name":"Melissa M. Murphy","is_ca":false},{"name":"Jessica P. Simons","is_ca":false},{"name":"Sing Chau Ng","is_ca":false},{"name":"Theodore P. McDade","is_ca":false},{"name":"Jillian K. Smith","is_ca":false},{"name":"Shimul A. Shah","is_ca":false},{"name":"Zheng Zhou","is_ca":false},{"name":"Craig C. Earle","is_ca":true},{"name":"Jennifer F. Tseng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.180871314025062,"gpt":0.4624260943511075,"spread":0.2815547803260455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480162,0.00014051,0.001063742,0.0001478591,0.00005035589,0.000004937063,0.00005396864,0.0001793948,0.0001852256],"category_scores_gemma":[0.0001329151,0.00009707901,0.0001022444,0.0001334477,0.0003856313,0.00003968938,0.00001121841,0.00009364042,0.000002838523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386295,"about_ca_system_score_gemma":0.000446443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674747,"about_ca_topic_score_gemma":0.0002687897,"domain_scores_codex":[0.9987963,0.0001079628,0.0004249839,0.0002356492,0.0001310427,0.0003040986],"domain_scores_gemma":[0.9977962,0.001634038,0.0001248862,0.00009409831,0.0001946636,0.000156062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002696946,0.0008855009,0.9462976,0.00003409855,0.0001454869,0.0001202935,0.0006741103,2.812123e-7,0.000050438,0.004842541,0.0008869959,0.04336571],"study_design_scores_gemma":[0.00767198,0.005855503,0.9602463,0.00004538292,0.0001291905,0.00005147464,0.000177832,0.00009954731,0.00007536617,0.002222194,0.02333393,0.00009132863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559172,0.001391534,0.00001334915,0.03788796,0.00004470583,0.0006796485,0.00003566747,0.00000944189,0.004020479],"genre_scores_gemma":[0.9886634,0.008824677,0.0002921752,0.0007752093,0.0001789914,0.0001342769,0.0000257283,0.00000567377,0.001099889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04327438,"threshold_uncertainty_score":0.3958767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884255416","doi":"10.1245/s10434-018-6652-x","title":"Assessment of Computed Tomography (CT)-Defined Muscle and Adipose Tissue Features in Relation to Short-Term Outcomes After Elective Surgery for Colorectal Cancer: A Multicenter Approach","year":2018,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Alberta","funders":"Alberta Innovates - Health Solutions; Alberta Health Services","keywords":"Medicine; Sarcopenia; Odds ratio; Confidence interval; Surgical oncology; Internal medicine; Adipose tissue; Retrospective cohort study; Hazard ratio; Colorectal cancer; Cohort; Cohort study; Intra-Abdominal Fat; Cancer; Obesity; Visceral fat; Insulin resistance","authors":[{"name":"Lisa Martin","is_ca":true},{"name":"Jessica Hopkins","is_ca":true},{"name":"Georgios Malietzis","is_ca":false},{"name":"John T. Jenkins","is_ca":false},{"name":"Michael B. Sawyer","is_ca":true},{"name":"Ron Brisebois","is_ca":true},{"name":"Anthony R. MacLean","is_ca":true},{"name":"Gregg Nelson","is_ca":true},{"name":"Leah Gramlich","is_ca":true},{"name":"Vickie E. Baracos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07298793889365753,"gpt":0.426998587240197,"spread":0.3540106483465395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004643525,0.000115732,0.0006961586,0.0003554201,0.00003132849,0.000003625416,0.00003473771,0.0001101061,0.00003361912],"category_scores_gemma":[0.00003144733,0.00009763851,0.0001038882,0.0002699297,0.0001413128,0.00004397524,0.0000308533,0.0001433874,3.115482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005112189,"about_ca_system_score_gemma":0.0001146056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088555,"about_ca_topic_score_gemma":0.0001772408,"domain_scores_codex":[0.9987706,0.0001159046,0.0004744403,0.0002477863,0.0001346219,0.0002566385],"domain_scores_gemma":[0.9986961,0.0006551124,0.0001173442,0.00008211651,0.0003015167,0.0001477506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002873756,0.001118572,0.9708671,0.0003651531,0.0001030815,0.00004164773,0.0004372235,0.000002751304,0.00112245,0.0002510352,0.001209796,0.02160741],"study_design_scores_gemma":[0.001862855,0.001181202,0.986776,0.0001727047,0.00003531383,0.00001764973,0.00004133298,0.000294384,0.001388768,0.000045329,0.008098181,0.00008626014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910847,0.0003740942,0.0001420978,0.006604539,0.0001388617,0.0009619516,0.00003664434,0.00001522662,0.0006419006],"genre_scores_gemma":[0.993838,0.0002955069,0.004490367,0.0009948122,0.00008891167,0.0002314559,0.00003333377,0.00001121349,0.00001636423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152115,"threshold_uncertainty_score":0.3981583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060562974","doi":"10.1245/s10434-015-4382-x","title":"[99mTc]Tilmanocept Accurately Detects Sentinel Lymph Nodes and Predicts Node Pathology Status in Patients with Oral Squamous Cell Carcinoma of the Head and Neck: Results of a Phase III Multi-institutional Trial","year":2015,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Head and neck squamous-cell carcinoma; Basal cell; Head and neck; Lymph node; Oncology; Carcinoma; Pathology; Radiology; Head and neck cancer; Internal medicine; Cancer; Surgery","authors":[{"name":"Amit Agrawal","is_ca":false},{"name":"Francisco Civantos","is_ca":false},{"name":"Kevin T. Brumund","is_ca":false},{"name":"Douglas B. Chepeha","is_ca":true},{"name":"Nathan C. Hall","is_ca":false},{"name":"William R. Carroll","is_ca":false},{"name":"Russell B. Smith","is_ca":false},{"name":"Robert P. Zitsch","is_ca":false},{"name":"Walter T. Lee","is_ca":false},{"name":"Yelizaveta Shnayder","is_ca":false},{"name":"David M. Cognetti","is_ca":false},{"name":"Karen T. Pitman","is_ca":false},{"name":"Dennis W. King","is_ca":false},{"name":"Lori Christman","is_ca":false},{"name":"Stephen Y. Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1104076043268106,"gpt":0.3741624506528105,"spread":0.2637548463259998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004193012,0.0001814329,0.0009881003,0.0001135639,0.00004031938,0.000002211583,0.00007027674,0.0001772539,0.000004041879],"category_scores_gemma":[0.0002415864,0.0001086342,0.00006627761,0.0002009409,0.0006407173,0.00006530585,0.0001271915,0.0001527215,2.723151e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005258745,"about_ca_system_score_gemma":0.0006373044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005131839,"about_ca_topic_score_gemma":0.0001493327,"domain_scores_codex":[0.9981959,0.0002111131,0.0006872337,0.000291263,0.0002817673,0.0003326974],"domain_scores_gemma":[0.9985631,0.0002955814,0.0003498395,0.0001735198,0.0004232537,0.0001946975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3192256,0.007103985,0.6551818,0.0002636381,0.00007789653,0.0003718764,0.002314471,0.00003587189,0.0005249286,0.00003658025,0.0004505219,0.01441282],"study_design_scores_gemma":[0.4964944,0.008438263,0.49006,0.0001088463,0.00007640009,0.0000399564,0.0001736816,0.000186829,0.002480278,0.00001416643,0.001808279,0.0001189207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966155,0.0009027277,0.000003186937,0.0009771656,0.0001256203,0.0005200449,0.0001481495,0.000006704944,0.0007008937],"genre_scores_gemma":[0.9992566,0.0002628462,0.000200997,0.0001548878,0.00003840032,0.00001747884,0.00002216173,0.000009015524,0.00003768098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1772687,"threshold_uncertainty_score":0.4429973,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2941043631","doi":"10.1245/s10434-019-07353-4","title":"Recurrence Patterns and Timing Courses Following Curative-Intent Resection for Intrahepatic Cholangiocarcinoma","year":2019,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Intrahepatic Cholangiocarcinoma; Hazard ratio; Surgical oncology; Confidence interval; Surgical margin; Resection margin; Cohort; Proportional hazards model; Multivariate analysis; Hepatectomy; Surgery; Internal medicine; Cirrhosis; Gastroenterology; Resection","authors":[{"name":"Liang-Shuo Hu","is_ca":false},{"name":"Xu‐Feng Zhang","is_ca":false},{"name":"Matthew J. Weiss","is_ca":false},{"name":"Irinel Popescu","is_ca":false},{"name":"Hugo P. Marques","is_ca":false},{"name":"Luca Aldrighetti","is_ca":false},{"name":"Shishir K. Maithel","is_ca":false},{"name":"Carlo Pulitanò","is_ca":false},{"name":"Todd W. Bauer","is_ca":false},{"name":"Feng Shen","is_ca":false},{"name":"George A. Poultsides","is_ca":false},{"name":"Olivier Soubrane","is_ca":false},{"name":"Guillaume Martel","is_ca":true},{"name":"Bas Groot Koerkamp","is_ca":false},{"name":"Endo Itaru","is_ca":false},{"name":"Timothy M. Pawlik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1061459408960366,"gpt":0.3971672344029002,"spread":0.2910212935068636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134669,0.0001337319,0.0005589995,0.00009733969,0.00005493522,0.000008034336,0.00005483845,0.0001023865,0.00004459483],"category_scores_gemma":[0.00005868367,0.0001081777,0.0002072828,0.00009664385,0.00007252525,0.00009049704,0.0000542032,0.0001478603,0.000005816571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003565157,"about_ca_system_score_gemma":0.00006989462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008525409,"about_ca_topic_score_gemma":0.00004554998,"domain_scores_codex":[0.9989355,0.00005573027,0.000304572,0.000282103,0.0001557428,0.0002663284],"domain_scores_gemma":[0.9989801,0.0004617993,0.0001232797,0.0001408145,0.0001928215,0.0001011592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002667726,0.0003131414,0.9160643,0.0004806368,0.0004911388,0.000164563,0.001593224,0.000002193756,0.0007295226,0.0005903005,0.004246708,0.07265655],"study_design_scores_gemma":[0.008431468,0.01621207,0.7698979,0.001083643,0.0003761232,0.0003557591,0.002527151,0.0006968093,0.007947006,0.0004400141,0.191564,0.0004680895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842766,0.002333333,0.00006285037,0.009491413,0.0004321119,0.0005418222,0.00001403957,0.00001786414,0.002829948],"genre_scores_gemma":[0.9971399,0.001886475,0.0001298298,0.0004127904,0.000133821,0.00005221018,0.00001852403,0.00001222848,0.000214198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1873173,"threshold_uncertainty_score":0.4411358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148257423","doi":"10.1245/s10434-009-0885-7","title":"A Systematic Review and Meta-Analysis of Oncologic Outcomes of Pre- Versus Postoperative Radiation in Localized Resectable Soft-Tissue Sarcoma","year":2010,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Juravinski Cancer Centre; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Odds ratio; Meta-analysis; Surgical oncology; Soft tissue sarcoma; Confidence interval; Randomized controlled trial; Sarcoma; Radiation therapy; MEDLINE; Diagnostic odds ratio; Surgery; Internal medicine; Soft tissue; Pathology","authors":[{"name":"Emad Al-Absi","is_ca":true},{"name":"Forough Farrokhyar","is_ca":true},{"name":"Rajrish Sharma","is_ca":true},{"name":"Kaitlyn Whelan","is_ca":true},{"name":"Tom Corbett","is_ca":true},{"name":"Malti Patel","is_ca":true},{"name":"Michelle Ghert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1968234377881029,"gpt":0.4791335009334258,"spread":0.2823100631453229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001903829,0.0004540394,0.02241425,0.0007245953,0.00001985425,0.000004208657,0.0001957068,0.0006377294,0.0005320894],"category_scores_gemma":[0.0008789893,0.0002538507,0.002614744,0.001190527,0.0002644149,0.00004983126,0.0001004383,0.0003844382,0.000004406082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013777,"about_ca_system_score_gemma":0.0003925929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002941631,"about_ca_topic_score_gemma":0.0001828026,"domain_scores_codex":[0.9943314,0.001675356,0.002860269,0.0004692033,0.0003853862,0.0002783544],"domain_scores_gemma":[0.9899625,0.0066948,0.002170787,0.0006138469,0.0004138973,0.0001441791],"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":[0.0005801942,0.004162922,0.0002170233,0.581157,0.3122663,0.0005386551,0.0001446483,0.000002778824,6.862487e-7,0.0007196002,0.0002644704,0.09994574],"study_design_scores_gemma":[0.001965775,0.002639902,0.0001413556,0.01120007,0.7636433,0.00005533371,0.00001698778,0.000004176397,0.00001409938,0.00001302658,0.2201164,0.0001895652],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002330161,0.9928985,9.54713e-7,0.002385563,0.00004043569,0.003779992,0.0001667608,0.00000740366,0.0004874067],"genre_scores_gemma":[0.0009474735,0.9975143,0.0001487659,0.000246778,0.000007191524,0.0008349144,0.000157542,0.00002042821,0.0001225742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5699569,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015585836","doi":"10.1245/aso.2005.03.074","title":"Outcome in 846 Cutaneous Melanoma Patients From a Single Center After a Negative Sentinel Node Biopsy","year":2005,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sentinel node; Biopsy; Melanoma; Single Center; Surgical oncology; Internal medicine; Surgery; Cancer; Breast cancer","authors":[{"name":"Vivian S. K. Yee","is_ca":false},{"name":"John F. Thompson","is_ca":false},{"name":"J. Gregory McKinnon","is_ca":true},{"name":"Richard A. Scolyer","is_ca":false},{"name":"Ling-Xi L. Li","is_ca":false},{"name":"William H. McCarthy","is_ca":false},{"name":"Christopher J. O’Brien","is_ca":false},{"name":"Michael J. Quinn","is_ca":false},{"name":"Robyn P.M. Saw","is_ca":false},{"name":"Kerwin F. Shannon","is_ca":false},{"name":"Jonathan R. Stretch","is_ca":false},{"name":"Roger F. Uren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04289280471252042,"gpt":0.3243124550328658,"spread":0.2814196503203453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001069452,0.000183617,0.0006047403,0.0002105795,0.00001938419,0.000007863046,0.00008179866,0.0001815429,0.001435446],"category_scores_gemma":[0.00004396036,0.000155508,0.0001878434,0.0001816569,0.0001031015,0.00005185125,0.0001019122,0.0002149974,0.0002276423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110892,"about_ca_system_score_gemma":0.00002667329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001565173,"about_ca_topic_score_gemma":0.0001131947,"domain_scores_codex":[0.9983175,0.0001054902,0.0006542775,0.0003309372,0.0002407541,0.0003510618],"domain_scores_gemma":[0.9991119,0.0002035196,0.0001652234,0.0002182096,0.0001331314,0.0001679958],"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":[0.01035088,0.009976943,0.8674327,0.0000743935,0.0003487697,0.01121191,0.0009941215,0.00002520652,0.0009150551,0.00005681853,0.005072482,0.09354073],"study_design_scores_gemma":[0.007920928,0.001424851,0.09597481,0.00009774822,0.00007356091,0.0009045305,0.0001381654,0.0002989028,0.001343285,0.0001043209,0.8914267,0.0002921289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617391,0.00005951324,0.000008613923,0.01238952,0.0002014544,0.0003076955,0.00003810447,0.00003669727,0.02521927],"genre_scores_gemma":[0.9944868,0.0001222725,0.000468499,0.003583429,0.000176269,0.00002672464,0.00003294992,0.00001949193,0.001083552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8863543,"threshold_uncertainty_score":0.9994774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2281665852","doi":"10.1245/s10434-016-5127-1","title":"Role of Extended Thromboprophylaxis After Abdominal and Pelvic Surgery in Cancer Patients: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia; Vancouver Coastal Health; University of Alberta","funders":"","keywords":"Medicine; Relative risk; Pulmonary embolism; Randomized controlled trial; Confidence interval; Deep vein; Incidence (geometry); Abdominal surgery; Meta-analysis; Number needed to treat; Surgery; Thrombosis; Internal medicine","authors":[{"name":"Andrei Fagarasanu","is_ca":true},{"name":"Ghazi Alotaibi","is_ca":true},{"name":"Ramona Hrimiuc","is_ca":true},{"name":"Agnes Lee","is_ca":true},{"name":"Cynthia Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09578726362326986,"gpt":0.4091444486646394,"spread":0.3133571850413696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001485655,0.0004425758,0.0206187,0.000677669,0.0000154226,0.000005679381,0.0001161008,0.000305476,0.00092471],"category_scores_gemma":[0.0001225898,0.000240222,0.002397338,0.0006480899,0.0002353606,0.00005960262,0.0001660283,0.0001918048,0.000006412872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005562986,"about_ca_system_score_gemma":0.0001842014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001602816,"about_ca_topic_score_gemma":0.00006305963,"domain_scores_codex":[0.9957073,0.0007802033,0.002273438,0.000549484,0.0003505178,0.0003390461],"domain_scores_gemma":[0.9963633,0.001256217,0.001448457,0.0004577994,0.0003029242,0.0001713156],"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":[0.00004461662,0.001255834,0.00005784001,0.8198494,0.08848345,0.00009712238,0.00003878157,1.838496e-8,5.862923e-8,0.00006943635,0.0003730966,0.08973031],"study_design_scores_gemma":[0.0003493088,0.0006257436,0.0007703567,0.075846,0.7188788,0.00002296498,0.00001242643,2.885647e-7,6.627204e-7,0.00005393342,0.2031575,0.0002819789],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002282207,0.9957489,2.585899e-7,0.00100743,0.00002434772,0.002478126,0.0001412283,0.000005607851,0.0003658845],"genre_scores_gemma":[0.00271658,0.9952329,0.00001499966,0.0004600644,0.0000200298,0.001417991,0.0000243512,0.00002757204,0.00008550391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7440034,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012802180","doi":"10.1245/s10434-012-2858-5","title":"Risk of Metachronous Colon Cancer Following Surgery for Rectal Cancer in Mismatch Repair Gene Mutation Carriers","year":2013,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"National Cancer Institute","keywords":"Medicine; Colorectal cancer; Lynch syndrome; Internal medicine; MLH1; Cancer; Oncology; Colonoscopy; Germline mutation; Surgical oncology; Colectomy; Gastroenterology; Mutation; DNA mismatch repair","authors":[{"name":"Aung Ko Win","is_ca":false},{"name":"Susan Parry","is_ca":false},{"name":"Bryan R. Parry","is_ca":false},{"name":"Matthew F. Kalady","is_ca":false},{"name":"Finlay A. Macrae","is_ca":false},{"name":"Dennis J. Ahnen","is_ca":false},{"name":"Graeme P. Young","is_ca":false},{"name":"Lara Lipton","is_ca":false},{"name":"Ingrid Winship","is_ca":false},{"name":"Alex Boussioutas","is_ca":false},{"name":"Joanne Young","is_ca":false},{"name":"Daniel D. Buchanan","is_ca":false},{"name":"Julie Arnold","is_ca":false},{"name":"Loı̈c Le Marchand","is_ca":false},{"name":"Polly A. Newcomb","is_ca":false},{"name":"Robert W. Haile","is_ca":false},{"name":"Noralane M. Lindor","is_ca":false},{"name":"Steven Gallinger","is_ca":true},{"name":"John L. Hopper","is_ca":false},{"name":"Mark A. Jenkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05670832348529644,"gpt":0.3801274232854083,"spread":0.3234190998001119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008633102,0.0001893323,0.001146899,0.0002065547,0.00003533455,0.000003100508,0.0000855041,0.000319408,0.0005393916],"category_scores_gemma":[0.0002953229,0.0001669941,0.0005890949,0.0003481107,0.000168861,0.00007390702,0.00003479807,0.0002086665,0.000002646849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666478,"about_ca_system_score_gemma":0.0009500892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008457464,"about_ca_topic_score_gemma":0.001256879,"domain_scores_codex":[0.9978691,0.0002258095,0.0008334423,0.0003589433,0.0002779242,0.0004347308],"domain_scores_gemma":[0.9971541,0.001581456,0.0004475058,0.0002050315,0.0004478899,0.0001639915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00792229,0.001402577,0.6139984,0.001156689,0.003447416,0.0004889727,0.003035789,0.005307377,0.05271606,0.00003555357,0.03459376,0.2758951],"study_design_scores_gemma":[0.01300485,0.008467379,0.3903522,0.0008885826,0.001777825,0.0001476742,0.001196961,0.007038461,0.4530683,0.001058976,0.121818,0.001180769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893976,0.00494184,0.00001693361,0.003173737,0.0008509107,0.001042991,0.0000968732,0.00003003082,0.0004490658],"genre_scores_gemma":[0.9919116,0.005810592,0.0009357925,0.0002018733,0.0001445567,0.0008188411,0.0000207065,0.00003079457,0.0001252192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4003523,"threshold_uncertainty_score":0.9981453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020804051","doi":"10.1245/s10434-006-9178-6","title":"Anaplastic Thyroid Carcinoma: Expression Profile of Targets for Therapy Offers New Insights for Disease Treatment","year":2006,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Clusterin in disease pathology","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; BC Cancer Agency; University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Anaplastic thyroid cancer; Tissue microarray; Anaplastic carcinoma; Cancer research; Thyroglobulin; Thyroid carcinoma; Thyroid; Pathology; Thyroid cancer; Oncology; Anaplastic lymphoma kinase; Cancer; Anaplastic large-cell lymphoma; Internal medicine; Lung cancer; Lymphoma","authors":[{"name":"Sam M. Wiseman","is_ca":true},{"name":"Hamid Masoudi","is_ca":true},{"name":"Paddy Niblock","is_ca":true},{"name":"Dmitry Turbin","is_ca":true},{"name":"Ashish Rajput","is_ca":true},{"name":"John Hay","is_ca":true},{"name":"Samuel P. Bugis","is_ca":true},{"name":"Douglas Filipenko","is_ca":true},{"name":"David G. Huntsman","is_ca":true},{"name":"C. Blake Gilks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07877484370975048,"gpt":0.3705938882565361,"spread":0.2918190445467856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009899072,0.0001940259,0.0007853208,0.0001327409,0.0000411064,0.000002086024,0.00008999716,0.0001708936,0.0001332752],"category_scores_gemma":[0.00005233403,0.0001425369,0.0003731661,0.00008816131,0.0001832288,0.00003735265,0.00003239636,0.00004872863,0.000002752851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000560865,"about_ca_system_score_gemma":0.0004615007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004919202,"about_ca_topic_score_gemma":0.00001082711,"domain_scores_codex":[0.9985808,0.00008360398,0.0005226673,0.0003400912,0.0001473271,0.0003254696],"domain_scores_gemma":[0.9980745,0.0008545143,0.0002479361,0.0002766767,0.0002490019,0.0002973138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3386675,0.03433843,0.03529966,0.002446075,0.0009794371,0.001513218,0.001339925,0.0004153214,0.2518592,0.006731159,0.192842,0.1335682],"study_design_scores_gemma":[0.04037486,0.03961734,0.05965908,0.0001814118,0.0004185488,0.00004116511,0.00007572885,0.0008524922,0.293525,0.007267443,0.5575634,0.0004235877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857405,0.00492975,0.0005510707,0.004815701,0.0001910523,0.002227449,0.0002482831,0.00002873527,0.001267449],"genre_scores_gemma":[0.9956283,0.000765899,0.001604278,0.000191106,0.0003682385,0.0004007941,0.0003092672,0.00002823948,0.0007038779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3647213,"threshold_uncertainty_score":0.5812486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036361742","doi":"10.1007/s10434-001-0729-6","title":"Comparative Expression of the Mitotic Regulators SAK and PLK in Colorectal Cancer","year":2001,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":121,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Polo-like kinase; Colorectal cancer; Mitosis; Carcinogenesis; Cancer research; Cancer; Biology; Medicine; Surgical oncology; Cell cycle; Internal medicine; Oncology; Cell biology","authors":[{"name":"Jennifer Macmillan","is_ca":true},{"name":"John W. Hudson","is_ca":true},{"name":"Shelley B. Bull","is_ca":true},{"name":"James W. Dennis","is_ca":true},{"name":"Carol J. Swallow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03248097094600744,"gpt":0.3409201270282015,"spread":0.308439156082194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231215,0.00008108698,0.0002609054,0.00002697021,0.00002076358,0.00000153403,0.0001089452,0.0001703933,0.00002108341],"category_scores_gemma":[0.00001010047,0.00005649438,0.00006772733,0.00009069857,0.000236956,0.000002462147,0.0001126701,0.00007645455,3.193572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006643408,"about_ca_system_score_gemma":0.00007026899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006622828,"about_ca_topic_score_gemma":0.0002976171,"domain_scores_codex":[0.9992877,0.0001210083,0.0002278066,0.000159593,0.00006223049,0.0001416521],"domain_scores_gemma":[0.9996164,0.00004950346,0.0001251367,0.0001036654,0.00006679542,0.00003853674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005685798,0.0002134624,0.03575024,0.00001502723,0.00002898724,0.000007473866,0.0001798132,0.0001303738,0.9589051,0.0001323084,0.002264183,0.001804464],"study_design_scores_gemma":[0.0006997021,0.0003914039,0.03536031,0.0000406071,0.000007974372,0.00002514426,0.00009371283,0.00004943263,0.8629953,0.00008038596,0.100174,0.00008204085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995957,0.001434822,0.000003686847,0.0007571478,0.00007716395,0.0001240658,0.0000108999,0.000001311247,0.001633949],"genre_scores_gemma":[0.9940952,0.005591809,0.00003365689,0.0001017306,0.0000468837,0.00001096049,0.000006327573,0.000004524575,0.0001089041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09790984,"threshold_uncertainty_score":0.2303774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009960055","doi":"10.1245/s10434-009-0546-x","title":"Male Urinary and Sexual Functions After Mesorectal Excision Alone or in Combination with Extended Lateral Pelvic Lymph Node Dissection for Rectal Cancer","year":2009,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Foundation for Promotion of Cancer Research; Cancer Research Society","keywords":"Medicine; Total mesorectal excision; Dissection (medical); Sexual function; Genitourinary system; Surgery; Urology; Colorectal cancer; Cancer; Anatomy; Internal medicine","authors":[{"name":"Takayuki Akasu","is_ca":false},{"name":"Kenichi Sugihara","is_ca":false},{"name":"Yoshihiro Moriya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0471239501065189,"gpt":0.37106455246279,"spread":0.3239406023562711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002108162,0.0001931965,0.0005852919,0.0001877398,0.00005179672,0.000008030721,0.00003712626,0.000198167,0.0003411494],"category_scores_gemma":[0.00002399074,0.0001345334,0.00007720319,0.000314599,0.0001197751,0.0001508473,0.00002598683,0.0001428114,0.000002920963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807394,"about_ca_system_score_gemma":0.0001514885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307308,"about_ca_topic_score_gemma":0.000200911,"domain_scores_codex":[0.9985997,0.0001015944,0.0003786819,0.0003911316,0.0002107449,0.0003181246],"domain_scores_gemma":[0.9991226,0.0003125627,0.0001169058,0.0001188392,0.0001724789,0.0001566053],"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":[0.2333605,0.009788901,0.319708,0.0002184232,0.0003265081,0.004222255,0.0007274935,0.00004348722,0.001771164,0.00008586394,0.0008490847,0.4288984],"study_design_scores_gemma":[0.01314947,0.02236238,0.9529972,0.00015006,0.0001039703,0.002582066,0.00008900697,0.0005086766,0.0004408507,0.0001875507,0.007229662,0.0001990652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902705,0.0005512213,0.00002632758,0.006887361,0.0001296055,0.0006478977,0.00003195543,0.00003199946,0.001423114],"genre_scores_gemma":[0.9967305,0.000703154,0.0002312332,0.0003116187,0.000100168,0.0002894222,0.00006182344,0.00001631111,0.001555738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6332893,"threshold_uncertainty_score":0.5486112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W950900338","doi":"10.1245/s10434-015-4761-3","title":"Long-Term Psychosocial Functioning in Women with Bilateral Prophylactic Mastectomy: Does Preservation of the Nipple-Areolar Complex Make a Difference?","year":2015,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Psychosocial; Anxiety; Mastectomy; Distress; Depression (economics); Surgical oncology; Quality of life (healthcare); Gynecology; Prophylactic Mastectomy; Patient satisfaction; Population; Obstetrics; Cancer; Surgery; Internal medicine; Clinical psychology; Psychiatry; Nursing","authors":[{"name":"Kelly Metcalfe","is_ca":true},{"name":"Tulin Cil","is_ca":true},{"name":"John L. Semple","is_ca":true},{"name":"Lucy Dong Xuan Li","is_ca":true},{"name":"Shaghayegh Bagher","is_ca":true},{"name":"Toni Zhong","is_ca":true},{"name":"Sophia Virani","is_ca":true},{"name":"Steven A. Narod","is_ca":true},{"name":"Tuya Pal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08711679585791252,"gpt":0.3358653511026972,"spread":0.2487485552447846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002889647,0.0001050806,0.0004270753,0.0001000277,0.0000311636,0.000005616873,0.00007893199,0.000148662,0.00009762257],"category_scores_gemma":[0.00001215707,0.00005233803,0.00005187219,0.0002575113,0.0002514821,0.00007324121,0.00003618784,0.0002157107,0.000001524689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006143923,"about_ca_system_score_gemma":0.0002239529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008793369,"about_ca_topic_score_gemma":0.0001746631,"domain_scores_codex":[0.9988859,0.0001565439,0.0003539975,0.0001574312,0.0002237263,0.0002224325],"domain_scores_gemma":[0.9992161,0.00007826498,0.0002526491,0.0001329015,0.0002262831,0.0000938141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01095937,0.0004757919,0.8428203,0.0001743773,0.00009420869,0.00005706994,0.001105289,0.000008871569,0.0008706799,0.000105468,0.00006136829,0.1432672],"study_design_scores_gemma":[0.004188287,0.001669837,0.988426,0.0001484465,0.0000290006,0.002379223,0.0002380066,0.00004233082,0.0004775611,0.0005168864,0.001799269,0.00008509473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931493,0.00003016753,0.00001251031,0.005199681,0.0002623969,0.0004267372,0.000007649072,0.00001252393,0.0008989843],"genre_scores_gemma":[0.9993948,0.00002162029,0.0000597655,0.00007888228,0.0001417701,0.00003865869,0.00001044079,0.00000794576,0.000246164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456057,"threshold_uncertainty_score":0.2134283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064113110","doi":"10.1245/s10434-014-3483-2","title":"Implant Breast Reconstruction and Radiation: A Multicenter Analysis of Long-Term Health-Related Quality of Life and Satisfaction","year":2014,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; McMaster University","funders":"Plastic Surgery Foundation","keywords":"Medicine; Psychosocial; Breast reconstruction; Quality of life (healthcare); Patient satisfaction; Radiation therapy; Implant; Breast cancer; Surgical oncology; Life satisfaction; Physical therapy; Surgery; Internal medicine; Cancer; Nursing","authors":[{"name":"Claudia R. Albornoz","is_ca":false},{"name":"Evan Matros","is_ca":false},{"name":"Colleen M. McCarthy","is_ca":false},{"name":"Anne F. Klassen","is_ca":true},{"name":"Stefan Cano","is_ca":false},{"name":"Amy K. Alderman","is_ca":false},{"name":"Nancy VanLaeken","is_ca":true},{"name":"Peter Lennox","is_ca":true},{"name":"Sheina A. Macadam","is_ca":true},{"name":"Joseph J. Disa","is_ca":false},{"name":"Babak J. Mehrara","is_ca":false},{"name":"Peter G. Cordeiro","is_ca":false},{"name":"Andrea L. Pusic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05140476593496413,"gpt":0.3619869508926538,"spread":0.3105821849576897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007100286,0.00008857321,0.000926276,0.0002880504,0.00002944696,0.000002087013,0.00001720424,0.000179932,0.00008909191],"category_scores_gemma":[0.00002012806,0.00007187801,0.0001202284,0.0002342575,0.0002706256,0.00006753815,0.00001516365,0.0001081926,4.313229e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001580983,"about_ca_system_score_gemma":0.00006832631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007398445,"about_ca_topic_score_gemma":0.0002164639,"domain_scores_codex":[0.9984248,0.000290852,0.0008731603,0.0001695836,0.0001154516,0.0001261853],"domain_scores_gemma":[0.9985161,0.0003103311,0.0007588905,0.00009853128,0.0001594512,0.0001567044],"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":[0.0009705235,0.00006446072,0.4617995,0.000128826,0.0004931754,0.000001775868,0.00007605919,0.000002682857,0.0002284404,0.0001274099,0.00001497668,0.5360922],"study_design_scores_gemma":[0.002261695,0.0004680385,0.9890068,0.00005718761,0.000251572,0.007159781,0.00006021162,0.0004198688,0.0001654316,0.00003114884,0.00006145435,0.00005683651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961936,0.0004166756,0.00003852334,0.002833088,0.0001647268,0.0001416185,0.00005760843,0.000009079457,0.000145084],"genre_scores_gemma":[0.9978685,0.001876478,0.00009910322,0.00004704012,0.00004388402,0.000001904388,0.00005171664,0.000003899295,0.000007428761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5360354,"threshold_uncertainty_score":0.29311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2523710173","doi":"10.1245/s10434-016-5558-8","title":"Postmastectomy Radiotherapy: An American Society of Clinical Oncology, American Society for Radiation Oncology, and Society of Surgical Oncology Focused Guideline Update","year":2016,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"National Cancer Institute; Cancer Care Ontario; American Society for Radiation Oncology","keywords":"Medicine; Surgical oncology; Breast cancer; Radiation therapy; Guideline; Sentinel node; Oncology; Clinical Oncology; Internal medicine; Systemic therapy; Cancer; Pathology","authors":[{"name":"Abram Recht","is_ca":false},{"name":"Elizabeth Comen","is_ca":false},{"name":"Richard E. Fine","is_ca":false},{"name":"Gini F. Fleming","is_ca":false},{"name":"Patricia H. Hardenbergh","is_ca":false},{"name":"Alice Y. Ho","is_ca":false},{"name":"Clifford A. Hudis","is_ca":false},{"name":"E. Shelley Hwang","is_ca":false},{"name":"Jeffrey J. Kirshner","is_ca":false},{"name":"Monica Morrow","is_ca":false},{"name":"Kilian Salerno","is_ca":false},{"name":"George W. Sledge","is_ca":false},{"name":"Lawrence J. Solin","is_ca":false},{"name":"Patricia A. Spears","is_ca":false},{"name":"Timothy J. Whelan","is_ca":true},{"name":"Mark R. Somerfield","is_ca":false},{"name":"Stephen B. Edge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06779829002031565,"gpt":0.4375490363844113,"spread":0.3697507463640957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002891224,0.0004924148,0.002721646,0.00006051467,0.0001319263,0.000005453795,0.0004221101,0.0009509616,0.00005474764],"category_scores_gemma":[0.00006784872,0.0003661493,0.001856682,0.0003282621,0.005519007,0.00003063588,0.0003047909,0.0002981875,0.000001298687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239854,"about_ca_system_score_gemma":0.001441276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004550976,"about_ca_topic_score_gemma":0.0001448004,"domain_scores_codex":[0.9947832,0.0008928833,0.002217695,0.001041904,0.0002946008,0.0007696946],"domain_scores_gemma":[0.9936858,0.001899417,0.002510781,0.0005637454,0.0009623225,0.0003779759],"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":[0.0065616,0.002693913,0.006902527,0.00005991717,0.002768755,0.00000888262,0.0003834366,0.00001129864,0.01716084,0.0001833893,0.1029498,0.8603156],"study_design_scores_gemma":[0.01320539,0.02207496,0.004536842,0.00002167581,0.0002416151,0.00008046113,0.0007840401,0.0001710084,0.007361928,0.00009895568,0.9510514,0.0003717909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309192,0.004298778,0.002719513,0.1573368,0.0006099257,0.00145842,0.001181411,0.00006894817,0.001407036],"genre_scores_gemma":[0.6570187,0.2560044,0.07651891,0.007133876,0.002264583,0.0002731505,0.0004932684,0.0001285716,0.0001644852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8599438,"threshold_uncertainty_score":0.9998791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}