{"id":"W2043839282","doi":"10.1136/bmj.b5340","title":"Medical Capacity Act 2005 should be invoked","year":2009,"lang":"en","type":"letter","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002881434,0.0004736032,0.0008169161,0.0003083885,0.0006512447,0.00001898981,0.0009680638,0.003981007,0.01720643],"category_scores_gemma":[0.0004631031,0.0004056354,0.0001838567,0.0002540404,0.00007175445,0.0001181343,0.0002849405,0.009190472,0.005489086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000342484,"about_ca_system_score_gemma":0.001585524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004746507,"about_ca_topic_score_gemma":0.003162865,"domain_scores_codex":[0.9931765,0.001559575,0.00133727,0.000553659,0.001494851,0.001878211],"domain_scores_gemma":[0.9968058,0.0008577528,0.0006607925,0.001045396,0.0001083642,0.0005218237],"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":[0.00001385462,0.00002161417,0.0004802564,0.002087828,0.00004334922,0.0001899009,0.0007908894,1.098176e-7,1.750201e-7,0.0002121662,0.9939749,0.002184913],"study_design_scores_gemma":[0.0005677101,0.00003771286,0.002224351,0.0007677866,0.00005178662,0.000002498763,0.00005414395,0.00006093799,1.259335e-7,0.0003881886,0.9954534,0.0003913746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003324267,0.00007148744,0.00001183062,0.7903712,0.002184899,0.001786437,0.00007055109,0.0002608479,0.2049103],"genre_scores_gemma":[0.00008091413,0.0002114762,0.0001557927,0.8625003,0.04874706,0.0002551601,0.0006617461,0.0000737337,0.08731388],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1175964,"threshold_uncertainty_score":0.9998395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398660915274936,"score_gpt":0.5008650646474988,"score_spread":0.2609989731200052,"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."}}