{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005278151,0.0007716042,0.0005057775,0.00123195,0.002478626,0.001334147,0.002985631,0.001392267,0.007116669],"category_scores_gemma":[0.005823177,0.0005330068,0.0006994558,0.0006216789,0.001303067,0.001347358,0.003789498,0.001628144,0.0009039061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001805643,"about_ca_system_score_gemma":0.007885704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851487,"about_ca_topic_score_gemma":0.006514594,"domain_scores_codex":[0.9968359,0.001430539,0.0001812932,0.0005663338,0.0005418811,0.0004439085],"domain_scores_gemma":[0.9972454,0.0008297394,0.0001549023,0.0003121193,0.0003909041,0.001066964],"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":[0.001920538,0.1071056,0.009797943,0.002172849,0.0001506069,0.0007025527,0.009945937,0.007004347,0.01267119,0.005210627,0.005164901,0.8381529],"study_design_scores_gemma":[0.04614983,0.2823948,0.1592157,0.002943936,0.002100797,0.001912285,0.04355302,0.1861495,0.07455426,0.0286684,0.1710392,0.00131825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6324432,0.0002869421,0.2045512,0.001828887,0.0003136947,0.141884,0.0005991472,0.002585661,0.01550733],"genre_scores_gemma":[0.3931154,0.0003805043,0.5118176,0.0005697017,0.00006142928,0.0879069,0.0002914512,0.0001731007,0.005683808],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007116669,"threshold_uncertainty_score":0.02791387,"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."}}