{"id":"W4414715081","doi":"10.1016/j.cjca.2025.08.125","title":"P208 CONTRASTING IMPACTS OF SOCIAL DEPRIVATION AND ETHNICITY ON NOVEL VS. ESTABLISHED CARDIOVASCULAR PROCEDURES: A POPULATION-LEVEL STUDY OF TAVR AND SAVR","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Social deprivation; Ethnic group; MEDLINE; Social support; Social isolation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354271,0.0003181248,0.0005373749,0.0007166353,0.001484079,0.001471966,0.0007902639,0.00124774,0.004168377],"category_scores_gemma":[0.00375477,0.0005216977,0.001751736,0.001705554,0.0008291051,0.001136647,0.00132146,0.002121994,0.0003817917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006446295,"about_ca_system_score_gemma":0.0008750279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06936223,"about_ca_topic_score_gemma":0.1054778,"domain_scores_codex":[0.9989216,0.0003143811,0.00009777357,0.0002828395,0.0001078535,0.0002754854],"domain_scores_gemma":[0.9980868,0.0003432633,0.0006889668,0.0001898825,0.0002247405,0.0004663437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002368096,0.0001560996,0.9969828,0.00001646568,0.0004474624,0.0000968509,0.0005655125,0.00002013573,0.0001364683,0.00007267126,0.000218517,0.001050143],"study_design_scores_gemma":[0.000005474981,0.00008980819,0.9984663,0.000008725364,0.00005073253,0.00005433108,0.001117701,0.00004244849,0.000009446766,0.00005525218,0.00009290579,0.000006857937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982154,0.0002533248,0.00006820285,0.0002042649,0.0000229048,0.000008541815,0.0004043358,0.000001844964,0.0008212011],"genre_scores_gemma":[0.9991131,0.00009485174,0.00005150134,0.0001261174,0.00002548835,0.00001023192,0.0002993624,0.000003458555,0.0002758013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06936223,"threshold_uncertainty_score":0.137917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441580752905016,"score_gpt":0.3187261261241573,"score_spread":0.2843103185951071,"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."}}