{"id":"W4296717979","doi":"10.2196/38368","title":"Mobile for Mothers mHealth Intervention to Augment Maternal Health Awareness and Behavior of Pregnant Women in Tribal Societies: Randomized Quasi-Controlled Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Intervention (counseling); Socioeconomic status; Health intervention; Environmental health; Gerontology; Psychological intervention; Nursing; Population","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":[0.003888754,0.001410584,0.003120437,0.0008993307,0.001633598,0.000979465,0.001717683,0.002041359,0.01044063],"category_scores_gemma":[0.004165089,0.001128077,0.001792756,0.0006086905,0.001408534,0.001072442,0.001076501,0.00185797,0.0009173065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214776,"about_ca_system_score_gemma":0.003790527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572095,"about_ca_topic_score_gemma":0.006872834,"domain_scores_codex":[0.99728,0.001364173,0.0002544111,0.0003803429,0.00026027,0.0004608144],"domain_scores_gemma":[0.9976389,0.000739501,0.0004564808,0.0002570431,0.000325292,0.0005827781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3972143,0.5044785,0.005928329,0.007508006,0.001247161,0.0003097881,0.001631837,0.0003707975,0.003683129,0.0004240056,0.001850158,0.0753541],"study_design_scores_gemma":[0.5698199,0.4082744,0.01578088,0.0006031738,0.0007673758,0.00004828826,0.001096224,0.0004756847,0.0008435614,0.0002775119,0.001970185,0.0000428357],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003348,0.001124872,0.000919706,0.0004527392,0.0005417881,0.09443246,0.0007445219,0.000108511,0.001340511],"genre_scores_gemma":[0.8050786,0.001375509,0.00741252,0.001166157,0.0004035211,0.1813858,0.0003379704,0.00001529194,0.002824577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044063,"threshold_uncertainty_score":0.03492737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05393802612494168,"score_gpt":0.465360294487286,"score_spread":0.4114222683623443,"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."}}