{"id":"W4283728620","doi":"10.2196/34087","title":"A Mobile Education and Social Support Group Intervention for Improving Postpartum Health in Northern India: Development and Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health; National Institute of Mental Health; University of California, San Francisco; Scheme for Promotion of Academic and Research Collaboration","keywords":"Intervention (counseling); Usability; Moderation; Medicine; Psychological intervention; Nursing; Socioeconomic status; Health care; Social support; mHealth; Family medicine; Psychology; Population; Environmental health; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009574174,0.0001189779,0.0002763224,0.000396107,0.004159966,0.00001762721,0.000139954,0.00006787989,0.0000562702],"category_scores_gemma":[0.00006968384,0.0001200552,0.00002540542,0.0004324988,0.00007768511,0.0002022131,0.0004587302,0.001088265,0.000009855726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655073,"about_ca_system_score_gemma":0.002860052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076672,"about_ca_topic_score_gemma":0.006734715,"domain_scores_codex":[0.9956768,0.001806092,0.0009349003,0.0003821393,0.0003856501,0.0008144497],"domain_scores_gemma":[0.9986163,0.0004118823,0.0003050365,0.0001697661,0.0002594069,0.000237596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003020274,0.002697033,0.1863922,0.003317199,0.00000756969,2.085847e-7,0.2090404,2.33218e-7,0.000004123006,0.001009014,0.001880633,0.5953494],"study_design_scores_gemma":[0.002343889,0.002932105,0.6751514,0.00004395919,0.000002041706,0.000001740229,0.2472591,0.0000873349,0.000001125787,0.0007195279,0.07134007,0.0001176594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793519,0.0002031415,0.0001132308,0.001431059,0.0001615204,0.01848662,0.00007944334,0.0000291484,0.0001438921],"genre_scores_gemma":[0.851071,0.00001996969,0.0001550509,0.0003202189,0.00005542063,0.1479844,0.0002404698,0.00001578461,0.000137717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5952318,"threshold_uncertainty_score":0.9971365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07637548543789899,"score_gpt":0.5177185320660628,"score_spread":0.4413430466281638,"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."}}