{"id":"W4234574432","doi":"10.1177/070674371005501211","title":"Reduction in Psychiatry and Psychiatry and Neuroscience","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Neuropsychiatry; Neuroscience; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002401463,0.0003994114,0.0006502046,0.002285461,0.003718856,0.004956779,0.001785035,0.00188145,0.01793404],"category_scores_gemma":[0.007883286,0.000201335,0.0005504749,0.001799301,0.006228864,0.002315897,0.003606532,0.003337186,0.002372308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126163,"about_ca_system_score_gemma":0.0208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05512981,"about_ca_topic_score_gemma":0.1012885,"domain_scores_codex":[0.9969547,0.00086238,0.0001286867,0.0002564556,0.001337445,0.0004602873],"domain_scores_gemma":[0.9955811,0.0007591527,0.0003373964,0.0005693567,0.001729618,0.001023444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001057416,0.0006794974,0.008386831,0.0005830017,0.00006698952,0.0003362198,0.005746617,0.0002958397,0.00125776,0.353951,0.1222417,0.5063488],"study_design_scores_gemma":[0.00004974734,0.0001158418,0.0263815,0.0005391267,0.00005645375,0.001016469,0.006629981,0.0003179348,0.0007570788,0.2653191,0.6987923,0.00002439558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05773325,0.05652637,0.01148628,0.3205056,0.004921797,0.0001406153,0.0004446888,0.0005482723,0.5476931],"genre_scores_gemma":[0.8031598,0.03159796,0.01404062,0.03126147,0.004422059,0.0002187145,0.0005425984,0.0002634288,0.1144934],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05512981,"threshold_uncertainty_score":0.1096178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027339336218142,"score_gpt":0.2495951466481182,"score_spread":0.2293217532859368,"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."}}