{"id":"W1983064601","doi":"10.1176/ps.2008.59.4.446","title":"Letter","year":2008,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Commission; Context (archaeology); Psychology; Psychiatric rehabilitation; Stakeholder; Psychiatry; Medicine; Public relations; Political science; Mental illness; Law; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0002667186,0.0004962219,0.0005604421,0.0003453757,0.001307283,0.000009730736,0.0006719951,0.001459487,0.0021682],"category_scores_gemma":[0.000001597187,0.0004184533,0.0001896247,0.0003746368,0.0000306923,0.00009693507,0.0001505043,0.004106156,0.0116879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102925,"about_ca_system_score_gemma":0.0003038485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651094,"about_ca_topic_score_gemma":0.0001859817,"domain_scores_codex":[0.9954932,0.0005805472,0.001121905,0.0006740186,0.0007987126,0.001331623],"domain_scores_gemma":[0.9977269,0.0003300145,0.000814849,0.0008199766,0.000119647,0.0001886045],"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":[0.00002056394,0.00003446903,0.02358742,0.01163524,0.00003108882,0.00004400956,0.0009828627,1.272663e-7,1.118224e-7,0.000007533607,0.9635254,0.000131169],"study_design_scores_gemma":[0.0006353111,0.0001056422,0.0007454663,0.0002688503,0.00005121702,0.000003259279,0.0001283977,0.00000958716,3.25706e-7,0.0002419922,0.997415,0.0003949288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004094535,0.003367999,0.000008237228,0.872676,0.02130841,0.002290706,0.0002586481,0.0003117475,0.0956837],"genre_scores_gemma":[0.0000973647,0.0009074208,0.0004901147,0.9379835,0.03962556,0.0004278454,0.003763658,0.0001027598,0.01660183],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07908187,"threshold_uncertainty_score":0.9999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366498281652384,"score_gpt":0.3944730846172187,"score_spread":0.2578232564519803,"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."}}