{"id":"W2593129237","doi":"10.9778/cmajo.20160118","title":"Preconsult interactive computer-assisted client assessment survey for common mental disorders in a community health centre: a randomized controlled trial","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services; Wellesley Institute; Women's College Hospital; York University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Randomized controlled trial; Mental health; Medicine; Psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008679892,0.0003028154,0.002201184,0.000132876,0.0009547966,0.0006347539,0.001442904,0.000103749,0.0002109575],"category_scores_gemma":[0.00053603,0.0002648244,0.0004773493,0.00007257619,0.0002614448,0.0004568704,0.0008423938,0.0005159415,0.00004256547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681113,"about_ca_system_score_gemma":0.0002110346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1096086,"about_ca_topic_score_gemma":0.3079225,"domain_scores_codex":[0.9897882,0.007321111,0.001693467,0.0004383219,0.0001869854,0.0005719262],"domain_scores_gemma":[0.9929674,0.003997122,0.001662029,0.001058155,0.00008896842,0.0002262809],"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":[0.9158698,0.009544953,0.006205495,0.00005523104,0.0005510894,0.000001266575,0.003014416,0.000001419226,2.049387e-7,0.001210538,0.004251978,0.05929362],"study_design_scores_gemma":[0.9027717,0.002093059,0.09128604,0.0003642415,0.00003314854,0.000002553518,0.0009526174,0.0005477645,0.000001342078,0.001061435,0.0006714666,0.0002146888],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822387,0.00006591502,0.000771912,0.006283686,0.009390331,0.06369285,0.001249333,0.00005564008,0.03625157],"genre_scores_gemma":[0.990042,0.000006310222,0.000612675,0.0004015115,0.00004480838,0.006608226,0.0007043171,0.00003540551,0.001544728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983139,"threshold_uncertainty_score":0.9999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09641470647169646,"score_gpt":0.4964591855220839,"score_spread":0.4000444790503874,"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."}}