{"id":"W3045429973","doi":"10.2196/17665","title":"The Effect of Women’s Differential Access to Messages on Their Adoption of Mobile Health Services and Pregnancy Behavior in Bangladesh: Retrospective Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian National University; Australian Government; United States Agency for International Development","keywords":"Medicine; Pregnancy; Psychological intervention; mHealth; Family medicine; Mobile phone; Cross-sectional study; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008323384,0.0002747846,0.0003549588,0.0007523485,0.0004814867,0.0005160794,0.0003392539,0.0004728132,0.001692512],"category_scores_gemma":[0.002950812,0.0004631582,0.0003852728,0.001629964,0.0003878873,0.0005329522,0.0005798123,0.0004970739,0.0004614959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005156791,"about_ca_system_score_gemma":0.0003306186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480305,"about_ca_topic_score_gemma":0.01320081,"domain_scores_codex":[0.9992617,0.0002032111,0.0001722489,0.0001426127,0.0001197098,0.0001005412],"domain_scores_gemma":[0.9984347,0.0003754818,0.0006711172,0.0001376333,0.0001775171,0.0002034793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004391556,0.00003187378,0.9984587,0.00002015064,0.00002027875,0.00004970229,0.0005727441,0.000009984657,0.0001162748,0.000008688432,0.00003863538,0.0006290222],"study_design_scores_gemma":[0.000002810867,0.0001839766,0.9976493,0.00001309412,0.00001769036,0.0001554192,0.001688547,0.00005036657,0.00004499202,0.00000758709,0.000180587,0.000005678166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984313,0.0001792457,0.00004725195,0.00003539818,0.000002064402,0.00002902877,0.0007099728,0.0000019193,0.0005638898],"genre_scores_gemma":[0.9992035,0.0001447454,0.00006764863,0.00003601192,0.000002184303,0.00004067646,0.0003117986,0.000001262976,0.0001920875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480305,"threshold_uncertainty_score":0.02943379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05277742385702468,"score_gpt":0.4538121962511793,"score_spread":0.4010347723941546,"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."}}