{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001784717,0.0001105185,0.002628877,0.0003503879,0.000007228049,0.000001471249,0.00005982675,0.0001024712,0.00007380472],"category_scores_gemma":[0.001158186,0.00007202218,0.000761571,0.000548872,0.0001599944,0.00004629605,0.00002705961,0.0002754547,1.416475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006129975,"about_ca_system_score_gemma":0.0004420665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412051,"about_ca_topic_score_gemma":0.0007496861,"domain_scores_codex":[0.9974002,0.00045498,0.001703399,0.0001410105,0.0001789905,0.0001214236],"domain_scores_gemma":[0.9973704,0.0008587108,0.001294942,0.00009752974,0.0002690656,0.0001093305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004112596,0.0002091628,0.98683,0.0001047627,0.003424395,0.00008663383,0.0009547388,0.00001388576,0.002848901,0.000004518798,0.0002166352,0.001193765],"study_design_scores_gemma":[0.004206682,0.001552566,0.9905537,0.0000553923,0.002065565,0.00004284628,0.0001558413,0.0002087409,0.001057724,0.00002979478,0.00002003228,0.00005115147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931289,0.005641518,0.00002492703,0.0008293888,0.0001063314,0.0001432582,0.00006780204,0.000001573854,0.00005629574],"genre_scores_gemma":[0.9975538,0.002139583,0.0001200206,0.00004800539,0.0001262902,0.000001358519,0.000001923655,0.000006332213,0.000002666998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004424914,"threshold_uncertainty_score":0.2936979,"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."}}