{"id":"W2891229251","doi":"10.2196/10224","title":"Computer-Aided Telephone Support for Primary Care Patients with Common Mental Health Conditions: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Group Health Centre; Trillium Health Centre; University of Toronto; Centre for Addiction and Mental Health","funders":"University of Toronto; Medical Psychiatry Alliance; Hospital for Sick Children; Centre for Addiction and Mental Health Foundation; Centre for Addiction and Mental Health","keywords":"Randomized controlled trial; Mental health; Medicine; Primary care; Physical therapy; Primary health care; Psychiatry; Gerontology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.003260965,0.001261288,0.004406133,0.001133253,0.0008318393,0.001468348,0.001425122,0.003290405,0.01387134],"category_scores_gemma":[0.006939526,0.0007086276,0.002961402,0.001200346,0.00128927,0.001199841,0.0006983408,0.002913283,0.0008344169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541293,"about_ca_system_score_gemma":0.00290269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360342,"about_ca_topic_score_gemma":0.006978134,"domain_scores_codex":[0.9970422,0.00184372,0.0003189536,0.0003381473,0.0001855424,0.0002712905],"domain_scores_gemma":[0.9969307,0.001494994,0.0006903208,0.0001625185,0.0001946363,0.000526827],"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":[0.9592628,0.007960861,0.0005049565,0.007620025,0.002402984,0.00005969486,0.0001066386,0.0002091138,0.0003437179,0.0001606806,0.0009530038,0.02041542],"study_design_scores_gemma":[0.9827873,0.01525625,0.0006140656,0.0002593201,0.0005562534,0.00001138788,0.00002805616,0.0001384892,0.00004313672,0.00005422892,0.0002459412,0.000005609723],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8813643,0.04027931,0.002053706,0.002825024,0.004101446,0.05989685,0.00298486,0.0005326457,0.00596182],"genre_scores_gemma":[0.9192228,0.01290594,0.003769864,0.002164413,0.001531227,0.0562214,0.000805334,0.00002056669,0.003358398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01387134,"threshold_uncertainty_score":0.04640424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683222833511171,"score_gpt":0.3846105474653975,"score_spread":0.3677783191302857,"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."}}