{"id":"W4211198361","doi":"10.1186/s12913-022-07601-6","title":"Health insurance coverage and timely antenatal care attendance in sub-Saharan Africa","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Medicine; Attendance; Environmental health; Health care; Logistic regression; Health insurance; Public health; Health administration; Health facility; Population; Health services; Nursing; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005122776,0.0001983356,0.0007736802,0.0007552082,0.001166348,0.00008901321,0.000508133,0.00008957741,0.00006879253],"category_scores_gemma":[0.00001861137,0.0002019182,0.00006380976,0.00136359,0.00007077777,0.0002640774,0.0004237669,0.001042953,0.0001581767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335431,"about_ca_system_score_gemma":0.0007473879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04855696,"about_ca_topic_score_gemma":0.009694063,"domain_scores_codex":[0.995634,0.0005071417,0.001233381,0.0008472949,0.0003202276,0.001457961],"domain_scores_gemma":[0.9984132,0.00008369199,0.0003872828,0.0005289285,0.00009345198,0.0004934495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001935867,0.0002085071,0.9232255,0.01259541,0.00001528115,0.00004812622,0.02524049,0.0001524351,0.000005834577,0.002166248,0.0005060306,0.03564251],"study_design_scores_gemma":[0.001125593,0.0005842909,0.8812594,0.0002742944,7.885334e-8,0.00002963595,0.003901374,0.00113279,0.000001766106,0.0006091094,0.1108356,0.0002460874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231995,0.1688134,0.00003527539,0.002418516,0.0004024109,0.001574666,0.001794424,0.00004564685,0.001716187],"genre_scores_gemma":[0.9882734,0.009664419,0.0001037169,0.001090592,0.0001127425,0.0002801241,0.00009740965,0.00004549339,0.000332119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650739,"threshold_uncertainty_score":0.9577788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138659623020885,"score_gpt":0.3388405507421465,"score_spread":0.2774539545119376,"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."}}