{"id":"W4206079424","doi":"10.1111/jrh.12643","title":"Labor & delivery unit closures most impact travel times to birth locations for micropolitan residents in Iowa","year":2022,"lang":"en","type":"article","venue":"The Journal of Rural Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Maternal and Child Health Bureau","keywords":"Metropolitan area; Birth certificate; Medicaid; Quarter (Canadian coin); Duration (music); Socioeconomics; Geography; Demography; Medicine; Unit (ring theory); Business; Health care; Environmental health; Economic growth; Psychology; Population; Sociology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002137723,0.0001017494,0.00009777496,0.0002807999,0.0004216983,0.000531059,0.0003142228,0.0002453374,0.003036906],"category_scores_gemma":[0.001587032,0.0001603063,0.0001984718,0.0004189295,0.0001916755,0.0003372506,0.0005140873,0.0003823391,0.0001944965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008238083,"about_ca_system_score_gemma":0.000968576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1030364,"about_ca_topic_score_gemma":0.2482892,"domain_scores_codex":[0.9998214,0.00004413486,0.00001402937,0.00004753647,0.00002029955,0.00005261748],"domain_scores_gemma":[0.9992372,0.0001265425,0.0003508982,0.00002864156,0.00007862812,0.0001781132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006759039,0.00005770511,0.991492,0.00002108736,0.00002579189,0.00009427987,0.000674931,0.00006750227,0.0004069363,0.00004900238,0.0007622943,0.006281023],"study_design_scores_gemma":[0.000002227434,0.00005958719,0.9953868,0.00003328768,0.00001545108,0.00009486892,0.003534185,0.0001387252,0.00009228993,0.00001908707,0.0006196336,0.000003908097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987846,0.00008184925,0.0000471344,0.0001368341,0.000004446004,0.00000522433,0.0004172471,0.000002919133,0.0005198337],"genre_scores_gemma":[0.9989447,0.0001354137,0.0000834335,0.00004565065,0.000003442944,0.00001083033,0.0002755214,0.000002320505,0.0004987259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030364,"threshold_uncertainty_score":0.2048734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04407932245799963,"score_gpt":0.4036366688722077,"score_spread":0.3595573464142081,"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."}}