{"id":"W2585403801","doi":"","title":"Shaping Attitudes of Psychiatry Residents Toward Forensic Patients.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre","funders":"","keywords":"Forensic psychiatry; Criminalization; Psychiatry; Context (archaeology); Mentally ill; Psychology; Forensic science; Medicine; Mental health; Mental illness; Criminology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003820024,0.0001691133,0.0001527271,0.0005070487,0.003679862,0.001918316,0.0005183003,0.0006592507,0.002858273],"category_scores_gemma":[0.01904536,0.0001874345,0.0001891602,0.0003298834,0.002105165,0.0005414723,0.001647294,0.001099887,0.0002913123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003910971,"about_ca_system_score_gemma":0.008215776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07641029,"about_ca_topic_score_gemma":0.1637414,"domain_scores_codex":[0.9975677,0.001258623,0.00005716073,0.00006173432,0.0005519011,0.0005027552],"domain_scores_gemma":[0.9913043,0.002421752,0.001655625,0.0001282674,0.002018006,0.002472122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003016448,0.0003791199,0.3205254,0.000437598,0.00005530296,0.002061882,0.5625101,0.00009869591,0.003066354,0.0009900016,0.02328008,0.08629379],"study_design_scores_gemma":[0.00003493515,0.0004481069,0.213516,0.0003504172,0.00003629225,0.001300159,0.7339702,0.0001326553,0.0004766626,0.0002232299,0.04945947,0.00005195854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858562,0.0006981961,0.0001260514,0.004978118,0.0001454428,0.00005988889,0.00004127483,0.000009337328,0.00808531],"genre_scores_gemma":[0.9924573,0.0008681245,0.0002237646,0.002558277,0.00005477373,0.0000280769,0.00002833794,0.000005320958,0.003776048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07641029,"threshold_uncertainty_score":0.151931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07361152098698856,"score_gpt":0.256185548299889,"score_spread":0.1825740273129004,"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."}}