{"id":"W4319461058","doi":"10.2196/42919","title":"Mobile Mental Health in Women’s Community-Based Organizations: Protocol for a Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Mental health; Focus group; Randomized controlled trial; Medicine; Stigma (botany); mHealth; Nursing; Gerontology; Family medicine; Psychiatry; Psychological intervention; Business","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":[0.03792058,0.00631989,0.01071475,0.003500981,0.004902074,0.005165812,0.00377404,0.007084817,0.1132141],"category_scores_gemma":[0.03048129,0.003676327,0.006020119,0.004199192,0.004036875,0.004055409,0.002464028,0.01036984,0.01585262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006560653,"about_ca_system_score_gemma":0.01920337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004634284,"about_ca_topic_score_gemma":0.008716273,"domain_scores_codex":[0.9800519,0.01117522,0.002518897,0.001606163,0.002208784,0.002439017],"domain_scores_gemma":[0.9851688,0.004477815,0.002734997,0.002037644,0.003923897,0.001656812],"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":[0.7433611,0.03756922,0.001558921,0.06909031,0.004135052,0.000714889,0.001957565,0.003736991,0.003192782,0.0101032,0.05208547,0.07249457],"study_design_scores_gemma":[0.8970666,0.03029812,0.002731977,0.008641343,0.001149067,0.00008441726,0.0006302285,0.002194604,0.001109887,0.004855488,0.05107682,0.0001613991],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005281623,0.00007986742,0.0004468997,0.00007232967,0.000124699,0.9979365,0.0004967395,0.00004122631,0.000273634],"genre_scores_gemma":[0.0004436635,0.00003634098,0.0007145696,0.00004694134,0.00001111326,0.9985783,0.0000374684,0.000002112188,0.0001295709],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1132141,"threshold_uncertainty_score":0.3787389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791991691410267,"score_gpt":0.6235665869214817,"score_spread":0.344367417780455,"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."}}