{"id":"W4415288925","doi":"10.2196/79277","title":"A Smartphone App (PRIMI) to Promote Healthy Diet, Physical Activity, and Health Literacy After Childbirth Among Migrant Women: Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Vetenskapsrådet; Linköpings Universitet; Forskningsrådet i Sydöstra Sverige","keywords":"Randomized controlled trial; Childbirth; mHealth; Protocol (science); Health literacy; eHealth; Mobile apps; Smartphone app; Smartphone application; Literacy","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":[0.03828359,0.007017373,0.01441234,0.003461173,0.004772388,0.0056769,0.004175453,0.009117091,0.103303],"category_scores_gemma":[0.03448702,0.004503202,0.007669129,0.004159008,0.004448424,0.005110426,0.002693395,0.01086764,0.0173933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006750154,"about_ca_system_score_gemma":0.02036588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221324,"about_ca_topic_score_gemma":0.008021902,"domain_scores_codex":[0.9799216,0.01036616,0.002948468,0.001881114,0.002557502,0.002325305],"domain_scores_gemma":[0.9856431,0.003735747,0.003206381,0.001752275,0.003837645,0.001824942],"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":[0.7894862,0.02637272,0.001030533,0.07131916,0.004182441,0.0004476302,0.00107984,0.002448785,0.002863329,0.006809963,0.03423261,0.0597268],"study_design_scores_gemma":[0.9250857,0.02265696,0.001686165,0.00873509,0.001415716,0.00007049314,0.0002480895,0.001714884,0.0007485308,0.003274222,0.03420768,0.0001563513],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004771353,0.0001433667,0.0004079088,0.00008250408,0.0001543765,0.9980806,0.0004094144,0.00004573534,0.00019891],"genre_scores_gemma":[0.0003635484,0.00006061266,0.0006170198,0.00006270225,0.00001938665,0.998711,0.00004092214,0.000002335978,0.0001225529],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.103303,"threshold_uncertainty_score":0.3455831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180206454130298,"score_gpt":0.6074941183064718,"score_spread":0.489473472893442,"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."}}