{"id":"W3040451143","doi":"10.1111/appy.12400","title":"Interactive mental health assessments for Chinese Canadians: A pilot randomized controlled trial in nurse <scp>practitioner‐led</scp> primary care clinic","year":2020,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tyndale University; University of Toronto; Mount Sinai Hospital; HealthForceOntario; Canadian Mental Health Association; North York General Hospital; York University","funders":"","keywords":"Mental health; Context (archaeology); Anxiety; Medicine; Randomized controlled trial; Nursing; Family medicine; Psychiatry","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":[0.002340825,0.001411804,0.002269003,0.0006403667,0.001759695,0.0009928184,0.00144339,0.001798556,0.009532484],"category_scores_gemma":[0.003430849,0.0007572637,0.001915616,0.001061504,0.001283972,0.0006589797,0.0006235983,0.001871032,0.0004195941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004827419,"about_ca_system_score_gemma":0.01112794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1134687,"about_ca_topic_score_gemma":0.2197887,"domain_scores_codex":[0.9983789,0.0006916554,0.0001389905,0.0002531579,0.0001796749,0.0003576358],"domain_scores_gemma":[0.9977155,0.00053461,0.0004246828,0.0001158487,0.0002975754,0.0009117287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.892234,0.05046434,0.003687363,0.003660592,0.00166646,0.0001196745,0.000850117,0.0002941797,0.00159467,0.0001421358,0.001425622,0.04386079],"study_design_scores_gemma":[0.8580499,0.1257516,0.01371625,0.0001647552,0.0008315032,0.00001505646,0.0003575572,0.0002916383,0.0002051022,0.00006021786,0.0005309363,0.00002562923],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685876,0.001963298,0.0002751581,0.0004763939,0.0003117233,0.02590337,0.0008945838,0.00008135365,0.001506475],"genre_scores_gemma":[0.9565673,0.002049616,0.002934737,0.0006399443,0.00027835,0.03515016,0.0004671485,0.000008461499,0.001904264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865313,"threshold_uncertainty_score":0.2256165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144909454047327,"score_gpt":0.3881226036200706,"score_spread":0.3666735090795973,"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."}}