{"id":"W1968849181","doi":"10.1371/journal.pmed.1000297","title":"Hospital Performance, the Local Economy, and the Local Workforce: Findings from a US National Longitudinal Study","year":2010,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Workforce; Medicine; Quartile; Local government; Health care; Reimbursement; Demography; Business; Emergency medicine; Economic growth; Geography; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003836753,0.0001597569,0.0002726715,0.001030461,0.0006929002,0.0008947537,0.0005944318,0.0003651447,0.001078728],"category_scores_gemma":[0.008155465,0.000244668,0.0005100087,0.001970593,0.0004567134,0.0008263639,0.001437848,0.0007638162,0.00015925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008621476,"about_ca_system_score_gemma":0.001114626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03923672,"about_ca_topic_score_gemma":0.06717291,"domain_scores_codex":[0.9986323,0.0007065041,0.0001219305,0.0001752355,0.0001606844,0.0002033211],"domain_scores_gemma":[0.993178,0.001524525,0.002662521,0.0005237714,0.0008068263,0.001304362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001671082,0.00002533958,0.9989632,0.00000443385,0.0000290775,0.00001440189,0.0002059297,0.00002874589,0.00001144041,0.00001725462,0.0001648795,0.0005184734],"study_design_scores_gemma":[0.000003084492,0.00002875917,0.9984044,0.00001252102,0.00001807095,0.00002677795,0.001126355,0.0001461669,0.000009804655,0.00002647411,0.0001935182,0.000004056178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987329,0.000173592,0.00006675001,0.0002323275,0.000003586415,0.000005486579,0.0005548563,0.000002028738,0.0002284204],"genre_scores_gemma":[0.9992667,0.00007363148,0.00005484518,0.0000675832,0.000004220406,0.00001364295,0.0004515924,0.000001776226,0.00006607665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03923672,"threshold_uncertainty_score":0.0780167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761622348418348,"score_gpt":0.3753052108513718,"score_spread":0.3276889873671883,"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."}}