{"id":"W4310461342","doi":"10.1245/s10434-022-12856-8","title":"ASO Visual Abstract: Long-Term Recurrence-Free and Overall Survival Differ Based on Common, Proliferative, and Inflammatory Subtypes After Resection of Intrahepatic Cholangiocarcinoma","year":2022,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Surgical oncology; Medicine; Intrahepatic Cholangiocarcinoma; Resection; Internal medicine; Oncology; Overall survival; Term (time); General surgery; Gastroenterology; 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":[0.001103817,0.0003142246,0.0004304861,0.0008730328,0.0002759737,0.0009093956,0.0004384011,0.0004876725,0.02364511],"category_scores_gemma":[0.004657254,0.0001318394,0.001007608,0.001002088,0.0001657068,0.0006628231,0.000496443,0.0004456027,0.001358021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013946,"about_ca_system_score_gemma":0.0005741426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005103298,"about_ca_topic_score_gemma":0.01294103,"domain_scores_codex":[0.9996252,0.0000797912,0.00006258256,0.00006431171,0.00008854616,0.00007960977],"domain_scores_gemma":[0.9970334,0.001136295,0.0006706163,0.000151945,0.0004828737,0.0005249238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01387174,0.0002065468,0.8991151,0.001369465,0.001596895,0.0002515927,0.0002902996,0.0001605108,0.001052386,0.0001954121,0.04779674,0.03409337],"study_design_scores_gemma":[0.0004193349,0.0003320149,0.993061,0.0001451934,0.0007361943,0.0001391362,0.0002820669,0.00008656536,0.000152584,0.00009612563,0.00453567,0.00001400266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311556,0.009343123,0.0002760441,0.004680016,0.001511197,0.000105878,0.03742309,0.00007520516,0.01543002],"genre_scores_gemma":[0.9746416,0.001578453,0.0001199086,0.001007672,0.001448534,0.00005184848,0.01198288,0.00003759083,0.009131524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02364511,"threshold_uncertainty_score":0.07910073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077266567265214,"score_gpt":0.3383870189155498,"score_spread":0.2976143532428977,"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."}}