{"id":"W4229053077","doi":"10.1093/inthealth/ihab007","title":"Factors associated with the utilisation of skilled delivery services in Papua New Guinea: evidence from the 2016–2018 Demographic and Health Survey","year":2021,"lang":"en","type":"article","venue":"International Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"State University of New York Orange","keywords":"New guinea; Health services; Medicine; Environmental health; Geography; Business; Sociology; Population; Ethnology","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":[0.0009498734,0.000122353,0.0002919108,0.00004926394,0.000102503,0.00002186531,0.0001654046,0.00004608509,0.00004105448],"category_scores_gemma":[0.0001282004,0.0000638155,0.00003763514,0.000273484,0.00005655882,0.0000965653,0.00005588721,0.0002015621,0.000001390766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933905,"about_ca_system_score_gemma":0.0009271788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1132784,"about_ca_topic_score_gemma":0.1685307,"domain_scores_codex":[0.9983484,0.0003531582,0.0004107885,0.0002249349,0.0004563408,0.0002063639],"domain_scores_gemma":[0.9985028,0.0006580114,0.0002721555,0.0001789403,0.0002460852,0.0001420357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110421,0.00007490178,0.9941264,0.00004575411,0.00007334845,0.000002055836,0.001594171,0.000009031883,0.00001071087,0.00005437607,0.00207768,0.001821099],"study_design_scores_gemma":[0.0006783892,0.0001825995,0.9961641,0.00160523,0.000009753904,0.00000384911,0.0006892338,0.0002251353,0.00002236378,0.0001197289,0.000250905,0.00004870565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305176,0.004268505,0.00002536102,0.0645522,0.0001837785,0.0002650661,0.0001447675,0.00001298582,0.00002978422],"genre_scores_gemma":[0.9887593,0.002683849,0.00003567992,0.008037657,0.00008810318,0.000002650694,0.0002851736,0.000008607869,0.00009895465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05824177,"threshold_uncertainty_score":0.8926263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08172162175307082,"score_gpt":0.3409561368840208,"score_spread":0.25923451513095,"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."}}