{"id":"W4210596416","doi":"10.2196/preprints.10224","title":"Computer-Aided Telephone Support for Primary Care Patients with Common Mental Health Conditions: Randomized Controlled Trial (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"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":"","keywords":"Randomized controlled trial; Mental health; Anxiety; Medicine; Thematic analysis; Intervention (counseling); Informed consent; Family medicine; Psychological intervention; Nursing; Psychiatry; Qualitative research; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002485754,0.0009560101,0.002900207,0.0008059711,0.0006354955,0.001192727,0.0009285577,0.002656207,0.01377397],"category_scores_gemma":[0.006402037,0.0004830928,0.00295372,0.0007590443,0.0008395395,0.001135868,0.0005641591,0.002477346,0.0009178337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087793,"about_ca_system_score_gemma":0.002178941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623334,"about_ca_topic_score_gemma":0.005096005,"domain_scores_codex":[0.9980028,0.001285893,0.0002386222,0.000201506,0.0001098449,0.000161306],"domain_scores_gemma":[0.9977726,0.001142093,0.0004846765,0.0001183924,0.0001532401,0.000329008],"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":[0.9401625,0.006804728,0.0006450777,0.01127863,0.002935179,0.00006519901,0.0001365187,0.0002205818,0.0003906613,0.0002334615,0.001978352,0.03514906],"study_design_scores_gemma":[0.9772464,0.01933236,0.001080477,0.0005331601,0.0008823259,0.00001540758,0.0000532725,0.0001691746,0.0000859288,0.00007921909,0.0005144706,0.000007696356],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018101,0.03849086,0.001561571,0.00322509,0.005067882,0.04044416,0.002982437,0.000463668,0.005954265],"genre_scores_gemma":[0.9314846,0.0137057,0.00358234,0.002414355,0.001749079,0.04193957,0.0009192019,0.00002110372,0.004183894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01377397,"threshold_uncertainty_score":0.04607856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030417367827364,"score_gpt":0.3617953414080843,"score_spread":0.3414911677298107,"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."}}