{"id":"W4323309595","doi":"10.1186/s13722-023-00370-5","title":"Grayken lessons: between a rock and a hard place? A 37-year-old man with acute liver injury while enrolled in a managed alcohol program for severe alcohol use disorder","year":2023,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Health psychology; Alcohol use disorder; Alcohol; Medicine; Psychiatry; Public health; Alcohol abuse; Liver injury; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002681355,0.0003161402,0.0003160302,0.0004696073,0.002702812,0.0008517129,0.0004259396,0.001989564,0.001775604],"category_scores_gemma":[0.002080031,0.0002145606,0.0002571185,0.0003854611,0.001401214,0.00162108,0.001070965,0.002382362,0.0003069841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007228,"about_ca_system_score_gemma":0.001463839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006081453,"about_ca_topic_score_gemma":0.0216934,"domain_scores_codex":[0.9997452,0.0000704273,0.00002292868,0.00002757436,0.00004057825,0.00009336777],"domain_scores_gemma":[0.9995147,0.0001337303,0.0001008721,0.00001197691,0.00003891718,0.0001996709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006991092,0.0003351007,0.06768926,0.0001454413,0.00002359157,0.8750784,0.01273058,0.0001329357,0.0005940485,0.003518421,0.01531421,0.02436814],"study_design_scores_gemma":[0.00002679301,0.000280953,0.03003954,0.0005130168,0.00003410921,0.8950301,0.04536432,0.0005521958,0.0004378952,0.004610054,0.02305574,0.00005522508],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8402184,0.01088553,0.002232088,0.1231782,0.001716711,0.0001622383,0.0001389713,0.00008559799,0.02138234],"genre_scores_gemma":[0.9702981,0.005665387,0.001354733,0.01814237,0.0007180718,0.00002196966,0.00005217379,0.00002114439,0.003726098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006081453,"threshold_uncertainty_score":0.01209211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.176229543684687,"score_gpt":0.5163609469035195,"score_spread":0.3401314032188325,"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."}}