{"id":"W2122061087","doi":"10.22605/rrh1349","title":"Rural/urban differences in health care utilization and place of death for persons with respiratory illness in the last year of life","year":2010,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Health, Saskatchewan; Saskatchewan Health Research Foundation","keywords":"Medicine; COPD; Residence; Rural area; Marital status; Cause of death; Health care; Population; Demography; Comorbidity; Gerontology; Cohort; Disease; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442951,0.00007102625,0.0002660322,0.00006013034,0.00006668921,0.000004638808,0.00004035302,0.00004346462,0.000001352517],"category_scores_gemma":[0.00004312042,0.00004034059,0.00001450536,0.0001304609,0.00007767775,0.0000375516,0.000009422558,0.0001417796,3.866511e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002676202,"about_ca_system_score_gemma":0.0003550577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004825502,"about_ca_topic_score_gemma":0.01018377,"domain_scores_codex":[0.9993237,0.00005862672,0.0002234065,0.00009512619,0.0001395046,0.0001596341],"domain_scores_gemma":[0.9996029,0.00005483926,0.0001241134,0.00008751672,0.00004286664,0.0000878374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008756212,0.00003848503,0.9149007,0.00210466,0.000008868205,0.000001624105,0.02435574,0.000003145027,0.0001057214,0.0008810499,0.0002567884,0.0564676],"study_design_scores_gemma":[0.00165162,0.001482805,0.9452213,0.001144017,0.000006444364,0.00001111546,0.04922262,0.0003199929,0.00002981321,0.00002720774,0.0008137374,0.00006932396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935901,0.003601376,0.00003256615,0.002229799,0.00002823213,0.0004442978,0.00001601177,0.000004313217,0.00005334935],"genre_scores_gemma":[0.9982173,0.0005005198,0.0003664678,0.000854442,0.00003808885,0.000002054484,0.000007526447,0.000004551667,0.000009072854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05639828,"threshold_uncertainty_score":0.7294748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334213922046414,"score_gpt":0.3406397950864117,"score_spread":0.2772976558659476,"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."}}