{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049373,0.0001251906,0.000826453,0.0004037111,0.0001716051,0.000009386403,0.00009311397,0.0001578278,0.000002171572],"category_scores_gemma":[0.001509985,0.0001156673,0.0001166706,0.0002093932,0.0001408064,0.00005010043,0.00001503896,0.0002551645,1.335094e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008229685,"about_ca_system_score_gemma":0.0006029813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01486388,"about_ca_topic_score_gemma":0.006122078,"domain_scores_codex":[0.9985331,0.0002911823,0.0005880316,0.0001762368,0.0001224711,0.0002889333],"domain_scores_gemma":[0.9987675,0.0002901464,0.0003186184,0.0001290187,0.0003313755,0.0001633378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000375314,0.00003229541,0.9708533,0.0002386139,0.0025068,0.00003727244,0.01154705,0.0007042097,0.0001384269,0.001538431,0.002909968,0.009118363],"study_design_scores_gemma":[0.002269683,0.0004605598,0.9931388,0.00007903128,0.0002207716,0.00005137022,0.002655318,0.00000501931,0.000008589429,0.0001341947,0.0009008451,0.00007576517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995395,0.001318289,0.0009927142,0.0005167028,0.0003941847,0.0002892551,0.00003081882,0.000002925395,0.001060082],"genre_scores_gemma":[0.9994773,0.00002265083,0.00004601903,0.0001769891,0.0002504413,0.00000493703,0.000002283253,0.000008538596,0.00001086405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0222856,"threshold_uncertainty_score":0.9916962,"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."}}