{"id":"W4382501973","doi":"10.1161/circoutcomes.122.009761","title":"Impact of Neighborhood Social Deprivation on Health Care Costs Associated With TAVR","year":2023,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"CorHealth Ontario; University of Toronto","keywords":"Medicine; Social deprivation; Referral; Ethnic group; Demography; Multilevel model; Emergency medicine; Gerontology; Family medicine; Economics","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":[0.0004077127,0.0001623184,0.000728886,0.0001317945,0.0001571372,0.00001653905,0.00002425926,0.00008276633,0.000006152804],"category_scores_gemma":[0.0001961965,0.0001244246,0.002150974,0.0003959005,0.00004145779,0.00005954448,0.00001540598,0.00007459362,0.000005751904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181334,"about_ca_system_score_gemma":0.0001597301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002714912,"about_ca_topic_score_gemma":0.000005883317,"domain_scores_codex":[0.998437,0.0002285333,0.0002869386,0.0002653367,0.0005875669,0.0001945697],"domain_scores_gemma":[0.9991433,0.0001078674,0.0001450069,0.0002875435,0.0002006829,0.000115624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008970614,0.00008313542,0.9746311,0.0001068577,0.007590591,0.000004479377,0.000579769,0.0004364778,0.000004914948,0.0003185439,0.00003064457,0.01612373],"study_design_scores_gemma":[0.00347925,0.000150806,0.994984,0.00006308933,0.0007430755,0.000001443732,0.0003739714,0.00003080761,0.000004279364,0.00004376339,0.0000105552,0.0001150009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997784,0.0007672655,0.0001541086,0.0002371638,0.00004685845,0.0005160118,0.000157506,0.00009372566,0.000243349],"genre_scores_gemma":[0.9985836,0.00005676825,0.000005688546,0.0001523269,0.0000426955,0.00001723928,0.001114827,0.00002068849,0.000006160639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02035281,"threshold_uncertainty_score":0.5073888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004186705841421,"score_gpt":0.4063738656887471,"score_spread":0.3563319986303328,"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."}}