{"id":"W2154343210","doi":"","title":"Equity in Canadian health care: does socioeconomic status affect waiting times for elective surgery?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Socioeconomic status; Medicine; Elective surgery; Health care; Affect (linguistics); Waiting list; Census; Prostatectomy; Demography; Surgery; Psychology; Environmental health; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003293385,0.0001299075,0.0003284767,0.0002577444,0.0011435,0.00002757885,0.00005909652,0.0001699901,0.00008973866],"category_scores_gemma":[0.001422471,0.0001165473,0.0000592635,0.0001684785,0.00001997058,0.0001412475,0.00001383792,0.0003291957,0.00001676028],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004374155,"about_ca_system_score_gemma":0.007402269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3097667,"about_ca_topic_score_gemma":0.8191027,"domain_scores_codex":[0.9964812,0.0008366394,0.0005538698,0.0003042262,0.0000750728,0.001749026],"domain_scores_gemma":[0.9979688,0.0009369394,0.00016853,0.0001575176,0.0001688823,0.0005993201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005629547,0.00005331968,0.7770223,0.0008326008,0.00004620821,0.000002330165,0.01571872,0.00112358,0.000001278873,0.02588459,0.0123667,0.1668921],"study_design_scores_gemma":[0.002227865,0.00008111556,0.8919098,0.0001610171,0.00002011761,0.000001317509,0.01591785,0.003852428,0.00007111426,0.001640936,0.08329042,0.0008260586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524931,0.001481369,0.0008877368,0.01683192,0.002446402,0.01153025,0.0004675206,0.0001441394,0.01371755],"genre_scores_gemma":[0.9910989,0.0001242158,0.001075055,0.00216839,0.0001316557,0.00480658,0.0001754386,0.00003136084,0.0003883928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5093361,"threshold_uncertainty_score":0.9994479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07291708177493826,"score_gpt":0.4097604419881546,"score_spread":0.3368433602132163,"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."}}