{"id":"W3024081666","doi":"10.1016/j.jhep.2020.05.014","title":"Landmark survival analysis and impact of anatomic site of origin in prospective clinical trials of biliary tract cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Eli Lilly Japan; Servier; Sirtex Medical; University College London; Amgen; Ministry of Health; Lilly Oncology; UCLH Biomedical Research Centre; Cancer Research UK; NuCana; Mylan; National Institute for Health and Care Research; Ipsen; Ministerio de Sanidad, Consumo y Bienestar Social; Celgene; Pfizer; Eli Lilly and Company","keywords":"Biliary tract cancer; Biliary tract; Clinical trial; Medicine; Cancer; Internal medicine; Oncology; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01984351,0.0008981357,0.002874914,0.0007350649,0.0005573144,0.002809879,0.001044078,0.001173047,0.002598819],"category_scores_gemma":[0.02694937,0.0005155482,0.00708785,0.001215512,0.0009743534,0.002171104,0.001064124,0.002314267,0.0002395653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007963751,"about_ca_system_score_gemma":0.001245996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009414703,"about_ca_topic_score_gemma":0.002555693,"domain_scores_codex":[0.9819486,0.01471597,0.00104738,0.001094824,0.0005320202,0.0006611772],"domain_scores_gemma":[0.9661863,0.02363684,0.004450755,0.00324891,0.0009006412,0.001576507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5484667,0.0006646652,0.3285535,0.002511541,0.0642582,0.0004589614,0.0003761384,0.007995133,0.003489938,0.002210855,0.002621117,0.03839324],"study_design_scores_gemma":[0.05511248,0.09048846,0.7057412,0.0005771977,0.1083766,0.00110533,0.00118639,0.01613789,0.003583331,0.006196956,0.01107299,0.0004212403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658722,0.02650977,0.002861415,0.0007427096,0.000377493,0.0001470832,0.001227757,0.00008124961,0.002180255],"genre_scores_gemma":[0.9968693,0.000812903,0.0007321578,0.0001730312,0.0001561528,0.00008658719,0.000768979,0.00002760481,0.0003732768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984351,"threshold_uncertainty_score":0.1049438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285695192472945,"score_gpt":0.4679886136760339,"score_spread":0.3394190944287394,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}