{"id":"W3214891338","doi":"10.2196/32430","title":"A Novel Peer-to-Peer Coaching Program to Support Digital Mental Health: Design and Implementation","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Fidelity; Coaching; Peer support; Scalability; Medical education; Psychology; Health care; Computer science; Applied psychology; Nursing; Knowledge management; Medicine; Psychiatry; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00110524,0.0003831816,0.0004903123,0.0002564322,0.0006115198,0.0003676435,0.0002208153,0.00008340764,0.0005433653],"category_scores_gemma":[0.00002479223,0.0004297729,0.0001350632,0.0005424395,0.00005728973,0.0004991101,0.0003194139,0.0002862632,0.0006442021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302165,"about_ca_system_score_gemma":0.0004991101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006814553,"about_ca_topic_score_gemma":0.0005778443,"domain_scores_codex":[0.9954269,0.0002242782,0.001185911,0.0009521234,0.0008775079,0.001333301],"domain_scores_gemma":[0.9975743,0.00006301227,0.0002915263,0.0004096573,0.0001379197,0.001523641],"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":[0.0002957832,0.003323122,0.001372283,0.0002570827,0.00007227618,0.00001667354,0.01486378,0.000001310951,0.0001062545,0.002282534,0.2268014,0.7506075],"study_design_scores_gemma":[0.008848691,0.03087011,0.04078614,0.0008171219,0.00001651008,0.001566331,0.03916832,0.00008145285,0.000791512,0.0003593662,0.8753965,0.001297907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4297862,0.0005511552,0.015276,0.497011,0.007558148,0.03027691,0.01082512,0.001080179,0.007635348],"genre_scores_gemma":[0.9319031,0.00000652109,0.02236272,0.02087231,0.0001709681,0.002489348,0.004278706,0.0001375263,0.01777887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7493096,"threshold_uncertainty_score":0.9998154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07751417289866219,"score_gpt":0.4886470970079134,"score_spread":0.4111329241092512,"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."}}