{"id":"W2750667454","doi":"10.1371/journal.pone.0184222","title":"Intimate partner violence-related hospitalizations in Appalachia and the non-Appalachian United States","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; McMaster University; University of Manitoba","funders":"Institute of Gender and Health; National Institute on Minority Health and Health Disparities; Agency for Healthcare Research and Quality; Rhode Island Department of Health; Ontario Ministry of Health and Long-Term Care; Louisiana Department of Health; Florida Agency for Health Care Administration; Washington State University; Research Manitoba; Texas Department of State Health Services; Oklahoma State University; Utah Department of Health; State of New Jersey Department of Health; Canadian Institutes of Health Research; New York State Department of Health; Office of Statewide Health Planning and Development, State of California; Arizona Department of Health Services; U.S. Department of State; National Institute of General Medical Sciences; North Carolina Department of Health and Human Services; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Appalachia; Rurality; Poisson regression; Demography; Medicine; Socioeconomic status; Appalachian Region; Population; Environmental health; Domestic violence; Medicaid; Health care; Poison control; Geography; Injury prevention; Gerontology; Rural area; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009416693,0.0001401632,0.0002502585,0.0001129783,0.001641057,0.0003466526,0.0005208357,0.0001033696,0.00006991102],"category_scores_gemma":[0.0003757588,0.0001060561,0.00003713612,0.0002551618,0.001554353,0.0003059678,0.0001383336,0.0002232292,0.00007633669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003308009,"about_ca_system_score_gemma":0.00005231527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006467137,"about_ca_topic_score_gemma":0.0005733928,"domain_scores_codex":[0.9985367,0.0002085247,0.0002749322,0.0002517315,0.0003332842,0.000394802],"domain_scores_gemma":[0.9990602,0.0001312594,0.0001704549,0.0004186124,0.0001182543,0.0001012901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118956,0.001047632,0.5654429,0.00009911911,0.0002380176,0.00001358351,0.05125705,0.0001737802,0.0001489212,0.3797037,0.0003613576,0.001402053],"study_design_scores_gemma":[0.004286782,0.00009408076,0.8323581,0.001743169,0.0002658533,7.252561e-7,0.009999871,0.07969,0.0003481591,0.0694849,0.0009309413,0.0007974541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905121,0.0001315843,0.00005745365,0.001743245,0.00009175667,0.0006654502,0.00001401071,0.00007063683,0.09210491],"genre_scores_gemma":[0.9958996,0.002769405,0.0001927903,0.0002384437,0.00004909033,0.00007801131,0.00002926121,0.00001483013,0.0007286158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3102188,"threshold_uncertainty_score":0.9996586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700435510397928,"score_gpt":0.2886027766134522,"score_spread":0.2615984215094729,"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."}}