{"id":"W2783413804","doi":"10.2196/mhealth.8998","title":"Effectiveness and Appropriateness of mHealth Interventions for Maternal and Child Health: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Child health; Reproductive health; Psychology; Family medicine; Nursing; Environmental health; 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":[0.02431248,0.001851447,0.01184969,0.008075911,0.0007960105,0.002968156,0.002374129,0.001989651,0.003874351],"category_scores_gemma":[0.09554528,0.00126145,0.01633598,0.007147203,0.001328499,0.002843852,0.001803528,0.001825558,0.0002140402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005853095,"about_ca_system_score_gemma":0.01267393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008840776,"about_ca_topic_score_gemma":0.02093238,"domain_scores_codex":[0.9759333,0.01042733,0.007612312,0.001388623,0.004210462,0.0004280407],"domain_scores_gemma":[0.9250586,0.05812814,0.01121541,0.0009216009,0.004142125,0.0005340428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004645547,0.00003931209,0.001956834,0.9262501,0.03699545,0.00004863264,0.0001616568,0.0001528982,0.00007270253,0.0001477761,0.0007768609,0.0329331],"study_design_scores_gemma":[0.0009770858,0.0003806785,0.009228108,0.69858,0.282132,0.0001981325,0.0002664803,0.0003079156,0.0002565818,0.0004291908,0.007186148,0.00005767151],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001732794,0.9962907,0.0002618121,0.0003220752,0.0001088584,0.0006436754,0.0003573878,0.00001388909,0.0002688238],"genre_scores_gemma":[0.06297464,0.9314919,0.001972622,0.0008530983,0.000166233,0.002048827,0.0003736852,0.0000120599,0.0001069513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02431248,"threshold_uncertainty_score":0.1285782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577050827169221,"score_gpt":0.5339944244075119,"score_spread":0.3762893416905898,"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."}}