{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313112,0.0001004227,0.0002900751,0.0002766358,0.0003327876,0.000009831152,0.0002086944,0.00001986886,0.0006559734],"category_scores_gemma":[0.00005317122,0.0000653403,0.000119164,0.0003386765,0.00003033643,0.00005814135,0.00004979481,0.0003590519,0.00001395451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993101,"about_ca_system_score_gemma":0.0007309507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556386,"about_ca_topic_score_gemma":0.002581879,"domain_scores_codex":[0.9984259,0.0002513873,0.0006684798,0.00005561185,0.0002784546,0.0003201368],"domain_scores_gemma":[0.9989313,0.0001325634,0.0002956135,0.0001589906,0.0001884783,0.000293054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04563024,0.00431637,0.3774143,0.01014714,0.0007622365,0.0001339679,0.04194082,0.004316503,0.007635172,0.006350557,0.4359471,0.06540559],"study_design_scores_gemma":[0.002401779,0.006137244,0.9350474,0.0007302387,0.00003253967,0.001436162,0.006885836,0.00006358414,0.0002069041,0.001443328,0.04548446,0.0001305168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655405,0.002317006,0.0001152724,0.03068489,0.0002388056,0.0004956185,0.0005561424,0.000005844593,0.00004589347],"genre_scores_gemma":[0.9880602,0.0004085942,0.0002886654,0.003038777,0.0001615103,0.0000139775,0.00002008562,0.00001666228,0.007991531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.557633,"threshold_uncertainty_score":0.9909916,"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."}}