{"id":"W2995728269","doi":"10.1111/liv.14326","title":"Risk of gallbladder cancer in patients with primary sclerosing cholangitis and radiographically detected gallbladder polyps","year":2019,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Gallbladder; Gallbladder cancer; Cholecystectomy; Primary sclerosing cholangitis; Internal medicine; Gastroenterology; Malignancy; Dysplasia; Retrospective cohort study; Cancer; Disease","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":[0.0003515406,0.000233721,0.000333417,0.0007896639,0.0004221922,0.0006541656,0.0003205292,0.0006541447,0.002412781],"category_scores_gemma":[0.002239011,0.0003625384,0.0005693362,0.001031411,0.0003272188,0.0003674676,0.0004366573,0.0006499097,0.0003271751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767713,"about_ca_system_score_gemma":0.0004075743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042145,"about_ca_topic_score_gemma":0.00397909,"domain_scores_codex":[0.9996479,0.00007415868,0.00004164395,0.00007692054,0.00007726609,0.00008220744],"domain_scores_gemma":[0.9988024,0.0001789361,0.0006443483,0.00005895209,0.000072803,0.00024252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005905762,0.00001150616,0.9993876,0.000004179236,0.00001250441,0.0001336596,0.00001889388,0.00001192816,0.00005747078,0.000004364899,0.00003053511,0.0002682213],"study_design_scores_gemma":[0.000008475367,0.00009068783,0.998265,0.000005218993,0.00002233294,0.0013188,0.0001048326,0.000084896,0.00002758428,0.00001568244,0.00005366972,0.000002806624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991137,0.0003286353,0.00002134722,0.00005959644,0.000006092993,0.000004878794,0.0001495193,0.000003051418,0.0003131517],"genre_scores_gemma":[0.9996984,0.00009291342,0.00002629009,0.00001575324,0.0000103518,0.000003672411,0.000093289,7.023237e-7,0.00005866792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004042145,"threshold_uncertainty_score":0.008071482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004111021434361462,"score_gpt":0.2020400466370567,"score_spread":0.1979290252026952,"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."}}