{"id":"W4404252564","doi":"10.2196/63316","title":"Efficacy of the mHealth App Intellect in Improving Subclinical Obsessive-Compulsive Disorder in University Students: Randomized Controlled Trial With a 4-Week Follow-Up","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Subclinical infection; mHealth; Intellect; Psychology; Clinical psychology; Mobile apps; Medicine; Gerontology; Psychotherapist; Psychiatry; Physical therapy; Psychological intervention; Computer science; Internal medicine; World Wide Web","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":[0.003207824,0.000525351,0.002827574,0.000763453,0.0002470358,0.00006230189,0.0006743367,0.0003122571,0.0001125521],"category_scores_gemma":[0.0007638402,0.0003505431,0.0004758976,0.001713528,0.0006863865,0.0001645254,0.0001983717,0.00151373,0.00001600262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004407448,"about_ca_system_score_gemma":0.001710326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004449858,"about_ca_topic_score_gemma":0.004653622,"domain_scores_codex":[0.9913768,0.003906587,0.001834429,0.00113345,0.0006203649,0.001128412],"domain_scores_gemma":[0.9923458,0.005672793,0.0008945456,0.0006035558,0.0001031257,0.000380228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9447907,0.002120084,0.02868008,0.0007097702,0.0002353771,0.00007152498,0.01089392,0.00002625649,8.611979e-7,0.003999597,0.0001253474,0.008346449],"study_design_scores_gemma":[0.8824467,0.001751349,0.1079891,0.0004702983,0.0002735024,0.00001039345,0.00547342,0.0007626681,3.578681e-7,0.0003417053,0.0001725577,0.000307953],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773626,0.004432693,0.0002622324,0.002723529,0.00208476,0.01220123,0.00002359275,0.00009800759,0.0008113322],"genre_scores_gemma":[0.997676,0.0007078323,0.00006404144,0.0003808484,0.0001435832,0.0003097775,0.00001484772,0.00006310806,0.0006400171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07930902,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419347346463097,"score_gpt":0.3628757188638255,"score_spread":0.3386822453991946,"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."}}