{"id":"W3022525982","doi":"10.3138/canlivj.2020-0005","title":"Assessment of Canadian policies regarding liver transplant candidacy of people who use alcohol, tobacco, cannabis, and opiates","year":2020,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Abstinence; Medicine; Cannabis; Liver transplantation; Contraindication; Smoking cessation; Candidacy; Psychiatry; Transplantation; Family medicine; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007345308,0.0001790662,0.0002353669,0.00295118,0.005458195,0.001989785,0.001862632,0.0005461682,0.003748254],"category_scores_gemma":[0.02495147,0.0002950384,0.0005292332,0.00370375,0.001643766,0.0008826211,0.001969111,0.001197196,0.0001674198],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06025356,"about_ca_system_score_gemma":0.1578349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860136,"about_ca_topic_score_gemma":0.9927105,"domain_scores_codex":[0.9929547,0.0009154581,0.0004143122,0.000295594,0.004007497,0.001412491],"domain_scores_gemma":[0.9564859,0.003297422,0.007163535,0.0005840471,0.02307223,0.009396845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008194913,0.00008075129,0.9235855,0.0003260555,0.00005895351,0.0001568,0.008889752,0.0003480449,0.0002465004,0.001589211,0.01558496,0.0490515],"study_design_scores_gemma":[0.00001280032,0.00005737411,0.955708,0.0005150902,0.00004357626,0.0001249017,0.01831201,0.0006792013,0.0002167774,0.0002219956,0.02405475,0.00005351605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081851,0.002965229,0.001020973,0.03474879,0.0001358266,0.0003815436,0.004475791,0.00007280635,0.04801381],"genre_scores_gemma":[0.9912537,0.002235627,0.001601842,0.00198614,0.00003138291,0.00007337575,0.0009733569,0.00001054499,0.001834086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9397464,"threshold_uncertainty_score":0.4371722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08314509189082152,"score_gpt":0.3237940593131278,"score_spread":0.2406489674223062,"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."}}