{"id":"W4392588998","doi":"10.12927/hcq.2024.27252","title":"On the Opioid Crisis: An Interview with Vincent Lam","year":2024,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; PricewaterhouseCoopers (Canada)","funders":"","keywords":"Best practice; Bloodletting; Health care; Criminology; Substance abuse; Psychology; Management; Political science; Psychoanalysis; Medicine; Psychiatry; Alternative medicine; Law; Economics","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":[0.006418884,0.0007157135,0.000824567,0.0008358622,0.02615875,0.007639722,0.002157714,0.01013946,0.003422554],"category_scores_gemma":[0.0174472,0.001142886,0.000546044,0.001076309,0.01472035,0.006796933,0.00566607,0.041289,0.0009483199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01308749,"about_ca_system_score_gemma":0.01232051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07565878,"about_ca_topic_score_gemma":0.0783677,"domain_scores_codex":[0.9924731,0.004721513,0.0001309205,0.0003329636,0.0008188062,0.001522596],"domain_scores_gemma":[0.9941901,0.002447146,0.0003672045,0.00007280047,0.0006507648,0.002272047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007940325,0.00009698146,0.001800915,0.0001438954,0.00001652511,0.00403222,0.5428979,0.0001551278,0.0007427163,0.01823489,0.4224637,0.009335841],"study_design_scores_gemma":[0.00001387915,0.00007639693,0.001174498,0.0004446199,0.000006587161,0.001709228,0.6065252,0.0001315432,0.0001589472,0.002187774,0.3874802,0.00009115767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04183115,0.009236145,0.0004359812,0.9282107,0.004629815,0.0000637948,0.00004978973,0.00004021212,0.01550248],"genre_scores_gemma":[0.2598822,0.005847857,0.0005055036,0.7005294,0.001599177,0.000176494,0.00004202372,0.0001497493,0.03126757],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07565878,"threshold_uncertainty_score":0.1504368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1879223645598016,"score_gpt":0.4355185416383554,"score_spread":0.2475961770785538,"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."}}