{"id":"W2994680116","doi":"10.1007/s11605-019-04472-x","title":"Redefining Conditional Overall and Disease-Free Survival After Curative Resection for Intrahepatic Cholangiocarcinoma: a Multi-institutional, International Study of 1221 patients","year":2019,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Xi’an Jiaotong University","keywords":"Medicine; Intrahepatic Cholangiocarcinoma; Surgery; Resection; Disease; Internal medicine","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":[0.0003942545,0.0001883881,0.0005415967,0.00031577,0.00006778944,0.00002576782,0.00009008613,0.00002391637,0.00004595375],"category_scores_gemma":[0.001820547,0.0001498605,0.0002607528,0.00009824533,0.00009163901,0.0002911054,0.00007845637,0.0002140063,0.000001472769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482133,"about_ca_system_score_gemma":0.0002672244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002598676,"about_ca_topic_score_gemma":0.00001702576,"domain_scores_codex":[0.9982284,0.0000628056,0.0006936167,0.0002163103,0.0006094947,0.00018934],"domain_scores_gemma":[0.9975513,0.0005532741,0.0005339938,0.0001472931,0.001022539,0.000191555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008297638,0.001088794,0.9882764,0.0001272186,0.0002778436,0.0001186738,0.0002731911,0.00002906107,0.0001990293,0.00003366169,0.001129288,0.0001492284],"study_design_scores_gemma":[0.006380378,0.00226614,0.9891964,0.0007214021,0.0001967496,0.0003397172,0.0003711376,0.000209582,0.00001903136,0.0001316614,0.00005788412,0.0001098785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973314,0.0002630228,0.0007147732,0.0004757807,0.0006009682,0.0004368854,0.0001007738,0.000007560312,0.00006884202],"genre_scores_gemma":[0.997877,0.00001432695,0.001602624,0.00009444028,0.0002716313,0.00002712305,0.00004778444,0.00001635085,0.00004870761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00191726,"threshold_uncertainty_score":0.6111133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197700596736921,"score_gpt":0.2771355888442408,"score_spread":0.2451585828768716,"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."}}