{"id":"W4230199329","doi":"10.2196/preprints.10645","title":"Women Using Mobile Phones for Health Communication Are More Likely to Use Prenatal and Postnatal Services in Bangladesh: Cross-Sectional Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mobile phone; Medicine; Cross-sectional study; Postnatal Care; Health care; Preprint; Environmental health; Phone; Public health; Family medicine; Prenatal care; Nursing; Pregnancy; Population; Telecommunications; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005348368,0.0002131002,0.0002668803,0.0005274952,0.000528753,0.0004949772,0.0003637631,0.0005591313,0.003409529],"category_scores_gemma":[0.001542073,0.000537933,0.0004157911,0.001370844,0.0001792153,0.0006122327,0.0003932877,0.0005959257,0.000785225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443169,"about_ca_system_score_gemma":0.0003251403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02137579,"about_ca_topic_score_gemma":0.02504054,"domain_scores_codex":[0.9995651,0.00009807243,0.00008662252,0.0001002635,0.00008088426,0.00006906848],"domain_scores_gemma":[0.999235,0.0001476531,0.0003410482,0.00005338897,0.0000957306,0.0001271224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001673051,0.000023532,0.9990498,0.00001725973,0.00002460154,0.00003842441,0.00021324,0.000004790556,0.00007509029,0.00000718924,0.0001315697,0.0003977221],"study_design_scores_gemma":[0.00000328211,0.00005937189,0.9987113,0.00001550279,0.00001793266,0.0001307082,0.0007930227,0.00002545156,0.00001743551,0.000007002877,0.0002155791,0.000003294209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964156,0.0003390252,0.00005760148,0.000141867,0.000008625111,0.00003325741,0.002127942,0.000003211591,0.0008726619],"genre_scores_gemma":[0.9982581,0.0003672272,0.00009263826,0.0001248054,0.000007704099,0.00005516043,0.0007107332,0.000001831965,0.0003817219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02137579,"threshold_uncertainty_score":0.0425027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09300819927303053,"score_gpt":0.4696326037128601,"score_spread":0.3766244044398296,"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."}}