{"id":"W4225307757","doi":"10.2196/35048","title":"Engagement, Predictors, and Outcomes of a Trauma Recovery Digital Mental Health Intervention: Longitudinal Study","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Colorado Colorado Springs; American Psychological Association","keywords":"Conceptualization; Mental health; Psychology; Confirmatory factor analysis; Clinical psychology; Structural equation modeling; Longitudinal study; Medicine; Psychiatry; Statistics","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":[0.004234347,0.000263981,0.0004661644,0.0007734593,0.00139221,0.001348616,0.000645904,0.0008024643,0.001762069],"category_scores_gemma":[0.008024635,0.0004177367,0.0007743417,0.0008829209,0.000490838,0.001542843,0.002083626,0.002119993,0.0003891738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012987,"about_ca_system_score_gemma":0.001838093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00662129,"about_ca_topic_score_gemma":0.009586566,"domain_scores_codex":[0.9982589,0.0007017591,0.0001457834,0.0002283629,0.0002943299,0.000370952],"domain_scores_gemma":[0.9962328,0.0006315662,0.001283448,0.0003269329,0.0005338644,0.0009914723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004315796,0.003690635,0.9823532,0.00004584313,0.000118836,0.00009233881,0.002625588,0.00009005023,0.0001629455,0.0001015607,0.0004250247,0.009862369],"study_design_scores_gemma":[0.00009383087,0.003514689,0.9892887,0.00009537768,0.0001063247,0.0001540407,0.004881717,0.0006414112,0.0001520017,0.0001703011,0.0008776726,0.00002401867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992,0.00008977173,0.0001387381,0.00009296856,0.000004088319,0.00009814915,0.0001561289,0.000003080944,0.0002170444],"genre_scores_gemma":[0.998085,0.0001225195,0.0004509543,0.00009960413,0.000009687022,0.0004020978,0.0004916856,0.00000301778,0.0003353973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00662129,"threshold_uncertainty_score":0.02239364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06314720425397441,"score_gpt":0.4305994264875028,"score_spread":0.3674522222335284,"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."}}