{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01208308,0.001121234,0.00928679,0.0007435789,0.002956119,0.00003031853,0.0004782904,0.0009581672,0.00002788153],"category_scores_gemma":[0.0007002685,0.0008837747,0.0005547262,0.0007747848,0.0004308734,0.0001627905,0.0003462187,0.001723311,0.00002921225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006517258,"about_ca_system_score_gemma":0.004855989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006357557,"about_ca_topic_score_gemma":0.0001935762,"domain_scores_codex":[0.9833321,0.005200585,0.007040211,0.001713507,0.0004953649,0.002218232],"domain_scores_gemma":[0.9852289,0.003201448,0.007110611,0.001258816,0.0005608918,0.002639359],"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":[0.00007075189,0.0001073617,0.00005772072,0.8591914,0.0000821787,4.701334e-7,0.0001701564,8.615687e-9,5.943314e-9,0.003832123,0.001240224,0.1352476],"study_design_scores_gemma":[0.001348299,0.0009084857,0.0008998647,0.8378815,0.001985824,0.0001049226,0.00009260664,0.000008866371,3.084915e-8,0.0003329553,0.1560003,0.0004363984],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001055386,0.9344962,0.0005224723,0.001468593,0.0007470517,0.06113585,0.001294078,0.0001515604,0.00007865327],"genre_scores_gemma":[0.0001303011,0.9329687,0.0006584435,0.002360317,0.0004719101,0.06271352,0.0003820883,0.000197672,0.0001170753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.15476,"threshold_uncertainty_score":0.9993613,"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."}}