{"id":"W2887381422","doi":"10.5604/01.3001.0012.7908","title":"Choosing Wisely Canada-Top Five List in Hepatology: Official Position Statement of the Canadian Association for the Study of the Liver (CASL) and Choosing Wisely Canada (CWC)","year":2018,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; McGill University; University of British Columbia; University of Manitoba; Western University","funders":"","keywords":"Medicine; Liver disease; Institutional review board; Health care; Family medicine; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02916778,0.001636357,0.001839855,0.005253919,0.008331577,0.01155122,0.005173367,0.01312038,0.02211038],"category_scores_gemma":[0.1109645,0.001252098,0.002232515,0.005976099,0.005233189,0.003972547,0.00471877,0.0161648,0.01217753],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03052248,"about_ca_system_score_gemma":0.3411558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6620729,"about_ca_topic_score_gemma":0.8520387,"domain_scores_codex":[0.9594414,0.008119281,0.004290007,0.001689221,0.02163823,0.004821972],"domain_scores_gemma":[0.7528653,0.01898815,0.007661277,0.002986366,0.1624448,0.05505411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001799039,0.00002480171,0.000720977,0.0003407287,0.00002313781,0.00004142156,0.0001155513,0.00004649536,0.00006565006,0.001252659,0.9748641,0.0224865],"study_design_scores_gemma":[0.00008133268,0.00002874293,0.003219456,0.003409429,0.00007249384,0.00007821315,0.0005757372,0.0001788863,0.0001888646,0.001916419,0.9901338,0.0001165255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001026256,0.02302474,0.003348524,0.8671772,0.04882174,0.001162035,0.004886986,0.0004787082,0.05007377],"genre_scores_gemma":[0.03086993,0.09760657,0.09621503,0.6028377,0.02471135,0.002594872,0.01663366,0.001283064,0.1272479],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9694775,"threshold_uncertainty_score":0.6798344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942025487308437,"score_gpt":0.2853553684524751,"score_spread":0.2559351135793907,"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."}}