{"id":"W4409412969","doi":"10.2196/65581","title":"Preliminary Effectiveness of a Postnatal mHealth and Virtual Social Support Intervention on Newborn and Infant Health and Feeding Practices in Punjab, India: Quasi-Experimental Pre-Post Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Preprint; mHealth; Intervention (counseling); Social support; Medicine; Psychology; Environmental health; Family medicine; Nursing; Psychological intervention; Computer science; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004205502,0.001027672,0.0009435226,0.0008224722,0.001611159,0.0006823367,0.001570402,0.0008380624,0.0032785],"category_scores_gemma":[0.004215368,0.0008743065,0.0009716752,0.0005887448,0.001379378,0.0007590454,0.001101448,0.001403343,0.0005327025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368556,"about_ca_system_score_gemma":0.004004201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075775,"about_ca_topic_score_gemma":0.0141012,"domain_scores_codex":[0.9966227,0.001764444,0.0002649435,0.0003286357,0.0003777769,0.0006415257],"domain_scores_gemma":[0.9964876,0.001366537,0.0004431801,0.0004081396,0.0003427229,0.0009518035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0425503,0.6474465,0.0609025,0.002488944,0.0004820914,0.0008987244,0.01781316,0.001163538,0.0231369,0.0003312546,0.001342172,0.2014439],"study_design_scores_gemma":[0.02218259,0.5961307,0.3671161,0.0001726631,0.0004499029,0.0001835238,0.00421554,0.0005720728,0.006771137,0.0001003644,0.002016498,0.00008895196],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961523,0.00003360957,0.0001268779,0.00005728516,0.00001510949,0.002933209,0.0001337188,0.00002236669,0.0005256432],"genre_scores_gemma":[0.9872299,0.0001635128,0.002837811,0.00023447,0.00004797783,0.008149455,0.0002618315,0.000007247908,0.001067754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01075775,"threshold_uncertainty_score":0.02224106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04603997699736793,"score_gpt":0.454685051367971,"score_spread":0.408645074370603,"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."}}