{"id":"W4380795000","doi":"10.1161/circ.146.suppl_1.13115","title":"Abstract 13115: Impact of Socioeconomic Status and Remoteness of Residence on Access to Cardiac Care for Pediatric Heart Disease in Alberta, a Jurisdiction of Universal and Centralized Cardiac Healthcare","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian VIGOUR Centre; Stollery Children's Hospital","funders":"","keywords":"Medicine; Socioeconomic status; Poisson regression; Residence; Health care; Pediatrics; Demography; Emergency medicine; Population; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007592107,0.0003244297,0.0002544922,0.001076572,0.001435169,0.0009951555,0.001112786,0.0002519298,0.002541324],"category_scores_gemma":[0.001699605,0.0002008597,0.0004649081,0.00192528,0.0007334886,0.0002411277,0.001199069,0.0004818254,0.0001788548],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550823,"about_ca_system_score_gemma":0.02058864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865823,"about_ca_topic_score_gemma":0.9910924,"domain_scores_codex":[0.9992144,0.00007455716,0.00002846316,0.0001158255,0.0002563776,0.0003103664],"domain_scores_gemma":[0.998881,0.0001070418,0.0002644781,0.00004167137,0.0003180406,0.0003877672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005921615,0.00002151969,0.9941233,0.00002687276,0.00003979317,0.0001198276,0.0003721305,0.00032226,0.0001109657,0.000194123,0.00100106,0.003608944],"study_design_scores_gemma":[0.000005034226,0.0000167707,0.9979959,0.00002424267,0.00002217909,0.00005200227,0.0008640236,0.0004194088,0.0000312318,0.00002708892,0.0005379677,0.000004134396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934791,0.0003764771,0.0001610608,0.0003125966,0.00001013939,0.00002247466,0.003367934,0.00001847065,0.002251601],"genre_scores_gemma":[0.9968264,0.0001934712,0.0003248607,0.00005814403,0.000006190849,0.00001237711,0.001812023,0.000004163686,0.0007623288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9844918,"threshold_uncertainty_score":0.1125206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725668345686762,"score_gpt":0.321009665153601,"score_spread":0.3037529816967334,"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."}}