{"id":"W2788524529","doi":"10.1002/hec.3862","title":"Unmet health care and health care utilization","year":2019,"lang":"en","type":"article","venue":"Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Université du Québec en Outaouais","keywords":"Health care; Endogeneity; Medicine; Public health; Environmental health; Health insurance; Family medicine; Health policy; Confidentiality; Nursing","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001559492,0.0004195398,0.001237587,0.0002572646,0.001687652,0.00002930969,0.00027258,0.0003374647,0.0002579988],"category_scores_gemma":[0.00004789224,0.0004649027,0.00008744635,0.0002527231,0.00006339534,0.0002623472,0.0002248815,0.0008576039,0.001459593],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006342006,"about_ca_system_score_gemma":0.009255398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01139725,"about_ca_topic_score_gemma":0.02155652,"domain_scores_codex":[0.9940106,0.0009253984,0.001947855,0.0009681268,0.0001984211,0.001949553],"domain_scores_gemma":[0.9958681,0.0002485515,0.001381724,0.0008900786,0.0002780397,0.001333507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002679154,0.0001111427,0.2595447,0.04035247,0.0000586178,0.000002145591,0.2154292,0.000167665,3.929243e-7,0.04929271,0.2435665,0.1912066],"study_design_scores_gemma":[0.002085561,0.001459975,0.06897929,0.0008469939,0.000004823099,0.000006081076,0.07549892,0.0002325127,0.000001318624,0.000190905,0.8502584,0.0004352538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6812825,0.1732825,0.0001362034,0.101399,0.009937732,0.0140306,0.001490356,0.0008863118,0.01755467],"genre_scores_gemma":[0.8219181,0.03280144,0.003863304,0.1382474,0.0008020563,0.0001980353,0.001336166,0.0001900363,0.0006434855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6066919,"threshold_uncertainty_score":0.9997803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102102823561568,"score_gpt":0.4805471752530487,"score_spread":0.3703368928968919,"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."}}