{"id":"W2141334117","doi":"10.2196/mental.3935","title":"mHealth in the Wild: Using Novel Data to Examine the Reach, Use, and Impact of PTSD Coach","year":2015,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Mental health; Helpfulness; Psychological intervention; Distress; Psychology; Anxiety; Medicine; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002162571,0.0001800371,0.0002950238,0.0001407706,0.0001418123,0.00005138456,0.0006139617,0.00005648059,0.00002170162],"category_scores_gemma":[0.00004773506,0.0001113584,0.0000467224,0.0004750461,0.0001253943,0.0003443189,0.0003290502,0.0002665397,0.00002217158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005763375,"about_ca_system_score_gemma":0.0002770267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04000778,"about_ca_topic_score_gemma":0.003866523,"domain_scores_codex":[0.9975821,0.0004238165,0.0006978515,0.0004031689,0.0003379471,0.0005550501],"domain_scores_gemma":[0.9981158,0.0001806421,0.0002693011,0.001045272,0.00003226312,0.0003566685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004224945,0.02028384,0.342505,0.001391811,0.0003370277,0.00003131536,0.148247,0.00007129763,0.0003824652,0.02879395,0.2674704,0.1862609],"study_design_scores_gemma":[0.00375095,0.005998367,0.9598799,0.0006154008,0.00001567507,0.0004875117,0.01756764,0.0007038531,0.000007085102,0.0003060453,0.01037875,0.0002888218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894647,0.0004411526,0.00008114917,0.005266116,0.0004630358,0.002097444,0.001407587,0.00001859635,0.000760233],"genre_scores_gemma":[0.9963086,0.000007261929,0.0006037497,0.002540498,0.00006888202,0.00006455399,0.0002202742,0.00002567879,0.0001604674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6173749,"threshold_uncertainty_score":0.9663849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3894202488605046,"score_gpt":0.5355593492072851,"score_spread":0.1461391003467805,"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."}}