{"id":"W3126227274","doi":"10.2196/24605","title":"Implementing a Peer Advocate Mental Health Digital Intervention Program for Ohio Youth: Descriptive Pilot Study","year":2021,"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":"","funders":"","keywords":"Mental health; Psychological intervention; Psychology; Descriptive statistics; Stigma (botany); Peer support; Intervention (counseling); Medicine; Clinical psychology; Medical education; Gerontology; Psychiatry","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":[0.002459578,0.0005312341,0.0004642148,0.0008808643,0.001953854,0.0008560307,0.0008858657,0.0006021707,0.002540925],"category_scores_gemma":[0.002539801,0.0004955428,0.0006778021,0.0005866658,0.0006617309,0.0007455251,0.001309511,0.001093913,0.0002932434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516314,"about_ca_system_score_gemma":0.00589733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213317,"about_ca_topic_score_gemma":0.03213443,"domain_scores_codex":[0.9988282,0.0003955919,0.00009699917,0.0001126978,0.0002443669,0.0003220729],"domain_scores_gemma":[0.9982101,0.0003470248,0.0002596535,0.0001376391,0.0003281799,0.0007174764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002638439,0.2123162,0.5805039,0.0008848491,0.0001735198,0.001270893,0.02600355,0.0004399919,0.005112655,0.0002900441,0.002439047,0.1679269],"study_design_scores_gemma":[0.001867747,0.09562626,0.8541689,0.0002742567,0.0002229951,0.000423663,0.03763589,0.0008330783,0.002224296,0.0001434755,0.00653041,0.00004899865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969151,0.00002625848,0.0001207341,0.00003062757,0.000006613603,0.002260195,0.0001381404,0.000009551349,0.0004927479],"genre_scores_gemma":[0.9887272,0.0003400229,0.002429587,0.0001816232,0.00002681196,0.006633734,0.0004752072,0.000007582441,0.001178255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213317,"threshold_uncertainty_score":0.02412504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074910852684734,"score_gpt":0.4693732053885201,"score_spread":0.3618821201200467,"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."}}