{"id":"W4237898310","doi":"10.5604/01.3001.0012.2241","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":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Liver Centre; University of Toronto; University of Calgary; McGill University; University of British Columbia; University of Alberta; University of Manitoba","funders":"","keywords":"Medicine; Liver disease; Health care; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00448309,0.0001327716,0.0006567467,0.0001244579,0.0003926499,0.00001566265,0.0003181665,0.000116946,0.00002284519],"category_scores_gemma":[0.001716029,0.0001126178,0.00005833514,0.0002110174,0.0001350917,0.00009520462,0.0000603462,0.0001458878,7.538741e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132996,"about_ca_system_score_gemma":0.003501197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993021,"about_ca_topic_score_gemma":0.9999714,"domain_scores_codex":[0.9966407,0.0005213853,0.002043471,0.0002771451,0.0001348963,0.0003824302],"domain_scores_gemma":[0.9958893,0.0009674531,0.002379441,0.0003440848,0.0003451664,0.00007456134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003548136,0.00006923018,0.9646348,0.00009751754,0.0001421182,8.133513e-7,0.003316881,0.000137027,0.0000026245,0.003302623,0.02804892,0.0002119353],"study_design_scores_gemma":[0.001168144,0.0002678463,0.9524578,0.00009003091,0.00004640405,0.000005720956,0.004311047,0.01088536,0.0002193029,0.001761716,0.02853744,0.0002492084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349468,0.0007107775,0.00001027989,0.06174436,0.0007736675,0.0011228,0.0005161751,0.000001888911,0.0001731892],"genre_scores_gemma":[0.9930688,0.00005120229,0.00002140462,0.006676375,0.00007727053,0.00004117815,0.000008553616,0.0000117908,0.00004342959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05812193,"threshold_uncertainty_score":0.6210973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379526554770568,"score_gpt":0.3925620721682649,"score_spread":0.1546094166912081,"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."}}