{"id":"W1200814686","doi":"10.1177/070674371506000602","title":"Improving Access to Psychosocial Treatments—Integrating Patient, Provider, and Systems Approaches","year":2015,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychotherapist; Psychosocial; Enthusiasm; Mental health; Psychological intervention; Ingenuity; Population; Psychology; Health care; Psychiatry; Medicine; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02942993,0.001440964,0.001720849,0.004215192,0.004702311,0.01608614,0.004793392,0.01043213,0.01209699],"category_scores_gemma":[0.03725471,0.0010725,0.002098719,0.002182495,0.009052616,0.01920947,0.02377311,0.01701778,0.001627423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107322,"about_ca_system_score_gemma":0.03103704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007117293,"about_ca_topic_score_gemma":0.0142477,"domain_scores_codex":[0.975436,0.01311142,0.001510061,0.001396803,0.006430609,0.00211517],"domain_scores_gemma":[0.9634871,0.01746219,0.002213319,0.002266695,0.002996124,0.01157456],"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":[0.0002177346,0.002702862,0.01260248,0.005138599,0.001269971,0.0004493266,0.006901844,0.001449614,0.0007529865,0.07194147,0.1553032,0.7412699],"study_design_scores_gemma":[0.0009088591,0.002711148,0.03363482,0.02039125,0.001203949,0.00141395,0.0226431,0.00473565,0.001298886,0.3190963,0.5914926,0.0004694648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007955262,0.04144929,0.01735465,0.9048784,0.007788692,0.0004718664,0.00009755248,0.0004302703,0.01957403],"genre_scores_gemma":[0.391746,0.09591352,0.07945145,0.3834181,0.04026843,0.001950026,0.000304117,0.0004808269,0.006467605],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02942993,"threshold_uncertainty_score":0.1556422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07050963442780912,"score_gpt":0.3028899884949904,"score_spread":0.2323803540671813,"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."}}