{"id":"W3127221421","doi":"10.3138/canlivj-2020-0037","title":"The effects of binge drinking on healthy and diseased livers","year":2021,"lang":"en","type":"review","venue":"Canadian Liver Journal","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Binge drinking; Medicine; Alcohol abuse; Alcohol and health; Environmental health; Alcohol; Internal medicine; Psychiatry; Alcohol consumption; Biology; Poison control; Injury prevention; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005660888,0.0005868518,0.001378886,0.001671663,0.0002186926,0.00082027,0.0005167191,0.0007077067,0.004338897],"category_scores_gemma":[0.001232742,0.0001939544,0.0009570883,0.001326809,0.0003293919,0.0005835571,0.0004590779,0.0008388762,0.0006745736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005738736,"about_ca_system_score_gemma":0.001169908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742516,"about_ca_topic_score_gemma":0.008473678,"domain_scores_codex":[0.9997388,0.00006036614,0.0000486359,0.0000335128,0.00009482229,0.00002391332],"domain_scores_gemma":[0.9994829,0.0003105644,0.00007902036,0.000008469723,0.00009380071,0.00002528708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001560588,0.00004104688,0.0005563152,0.06029803,0.000455613,0.0001352904,0.00009038218,0.0001978663,0.0006628612,0.001522101,0.01765848,0.9182259],"study_design_scores_gemma":[0.00007106979,0.0003411015,0.009618279,0.0579099,0.001856535,0.002837459,0.0002439226,0.0001256818,0.0008026852,0.002319656,0.9238186,0.00005518624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001096513,0.9992853,0.00001935662,0.0001109952,0.00005630271,0.000002555258,0.00002127734,0.000001875703,0.0003927531],"genre_scores_gemma":[0.0007637228,0.998923,0.00003427156,0.00007191335,0.0000443647,0.000002233073,0.00001757434,4.593031e-7,0.0001424217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004338897,"threshold_uncertainty_score":0.01451504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782872835569867,"score_gpt":0.3796269668069084,"score_spread":0.2917982384512098,"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."}}