{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003543919,0.0001481509,0.0002083949,0.0007670395,0.000677384,0.000673384,0.0003622684,0.0001545948,0.001724758],"category_scores_gemma":[0.003361203,0.00009853291,0.0004636264,0.001152392,0.0003437816,0.0002465874,0.000821184,0.0003464033,0.00006654858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004160136,"about_ca_system_score_gemma":0.002874588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5577843,"about_ca_topic_score_gemma":0.6838955,"domain_scores_codex":[0.9992987,0.0001384449,0.00005612302,0.00007589252,0.0002009446,0.0002298515],"domain_scores_gemma":[0.9982997,0.0001954089,0.0007345399,0.00005293996,0.0003257056,0.000391834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003654763,0.00001080781,0.9971602,0.00001513967,0.00008078514,0.00005624506,0.0001145845,0.0002868179,0.00003097093,0.00007910807,0.0002786244,0.001850119],"study_design_scores_gemma":[6.92261e-7,0.000006325572,0.9993948,0.000008169295,0.0000113314,0.0000309896,0.0001502934,0.0002312886,0.00000624156,0.00002542272,0.0001321968,0.000002150184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963198,0.0003721672,0.0001147008,0.0002716938,0.000006698756,0.00001063115,0.001279983,0.000003036741,0.001621323],"genre_scores_gemma":[0.9995071,0.00009090152,0.0000376784,0.00001039214,0.000004022346,0.000003123809,0.0002829033,9.618207e-7,0.00006293334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577843,"threshold_uncertainty_score":0.8896401,"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."}}