{"id":"W7019648483","doi":"","title":"Harold Shipman was arrested a quarter of a century ago, but we still have problems with prescribing controlled drugs","year":2023,"lang":"en","type":"article","venue":"Research Repository (Kingston University London)","topic":"Historical Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Action (physics); Medical prescription; Drug industry; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003820306,0.0005078815,0.0007182056,0.0009599563,0.00925313,0.004801764,0.001123213,0.007626488,0.02186894],"category_scores_gemma":[0.02375527,0.0005650196,0.0005214081,0.001268363,0.007127065,0.00436261,0.002193409,0.02294695,0.009236633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00450786,"about_ca_system_score_gemma":0.009950967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06931935,"about_ca_topic_score_gemma":0.09962589,"domain_scores_codex":[0.9970692,0.0005606521,0.0001722537,0.0003435939,0.001272265,0.0005820571],"domain_scores_gemma":[0.9907981,0.004012481,0.0005794906,0.0004689891,0.002288981,0.001851901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008049871,0.00003274717,0.001422183,0.00008404753,0.00001718152,0.000611184,0.001856396,0.00003976468,0.0001571806,0.04568655,0.9236805,0.02633175],"study_design_scores_gemma":[0.000009965996,0.00003032201,0.001087824,0.0002116116,0.000008076216,0.0003890251,0.001027741,0.00003450796,0.0002486861,0.003785335,0.9931402,0.00002678175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003543521,0.01673347,0.0005100879,0.8855226,0.02246631,0.00002058942,0.0002177584,0.00009438373,0.07089126],"genre_scores_gemma":[0.04894241,0.01967356,0.0007748717,0.4302652,0.009223617,0.0000449711,0.000235358,0.0002501506,0.4905898],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06931935,"threshold_uncertainty_score":0.1378317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666257755174561,"score_gpt":0.2877330326720654,"score_spread":0.2510704551203198,"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."}}