{"id":"W2417436263","doi":"10.20529/ijme.2005.030","title":"Protecting psychiatric patients in research","year":2005,"lang":"en","type":"article","venue":"Indian Journal of Medical Ethics","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychiatry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1069227,0.000625787,0.00135712,0.001301824,0.01538721,0.0150979,0.004005447,0.02466277,0.005001544],"category_scores_gemma":[0.1093584,0.001010348,0.001026539,0.001477423,0.02183553,0.01208028,0.01826629,0.02755474,0.00330244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00284471,"about_ca_system_score_gemma":0.02681506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121579,"about_ca_topic_score_gemma":0.001908944,"domain_scores_codex":[0.8709377,0.1089793,0.003709865,0.002709637,0.009876586,0.003787016],"domain_scores_gemma":[0.8689708,0.07839154,0.008583784,0.02020497,0.009079436,0.01476949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004210471,0.0005203149,0.006842294,0.001683134,0.0001668126,0.006459154,0.156985,0.0003600069,0.003919502,0.4597535,0.204654,0.1582352],"study_design_scores_gemma":[0.0002559576,0.0005873753,0.003508365,0.004269289,0.00008345926,0.01113146,0.04359934,0.0003560343,0.002741493,0.1506972,0.7826289,0.0001410404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02786943,0.02631476,0.01047468,0.8491439,0.008459426,0.0006665873,0.0001151754,0.0001091551,0.076847],"genre_scores_gemma":[0.4389081,0.03168383,0.01683967,0.4745981,0.01448025,0.002414039,0.0001237119,0.0000846944,0.02086758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9753372,"threshold_uncertainty_score":0.5654683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438286308176469,"score_gpt":0.475089611534516,"score_spread":0.3312609807168692,"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."}}