{"id":"W3020931206","doi":"10.2196/17891","title":"Automated and Interviewer-Administered Mobile Phone Surveys in Burkina Faso: Sociodemographic Differences Among Female Mobile Phone Survey Respondents and Nonrespondents","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation","keywords":"Phone; Interview; Interactive voice response; Telephone interview; Mobile phone; Logistic regression; mHealth; Psychology; Survey methodology; Odds; Random digit dialing; Medicine; Demography; Environmental health; Computer science; Telecommunications; Nursing; Psychological intervention; Population; Sociology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.05097615,0.0003982767,0.0009777496,0.0003889784,0.0008999142,0.0001523041,0.000345334,0.0004996135,0.000128854],"category_scores_gemma":[0.003061646,0.0003827535,0.00006447743,0.001097009,0.001179338,0.0003427254,0.0002155501,0.0006547969,0.00001412695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000895954,"about_ca_system_score_gemma":0.0005987737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01167725,"about_ca_topic_score_gemma":0.02823563,"domain_scores_codex":[0.9410822,0.05546524,0.0008848552,0.0009879228,0.0005154725,0.001064311],"domain_scores_gemma":[0.9897473,0.008195108,0.0004154944,0.0002677861,0.0001319154,0.00124236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003379771,0.0001822556,0.9482311,0.0003857747,0.00002400244,0.00002770842,0.03768016,5.530982e-7,0.0000389226,0.00000866027,0.0002503037,0.00979079],"study_design_scores_gemma":[0.001744035,0.000816954,0.9897641,0.00009439463,0.00001977115,0.00000487503,0.006529555,0.0002501129,0.00001246985,0.00005546496,0.0003730603,0.0003352358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918619,0.00516619,0.0000424675,0.0007138998,0.0003904388,0.001361035,0.0001714422,0.0002239455,0.00006869157],"genre_scores_gemma":[0.9925938,0.005773498,0.000143887,0.000871438,0.00009480884,0.0001950257,0.00005247579,0.0000336855,0.0002413647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04866514,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2423316046036356,"score_gpt":0.4699921396955534,"score_spread":0.2276605350919178,"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."}}