{"id":"W4413127568","doi":"10.1136/heartjnl-2025-bcs.84","title":"2-046 Mass index classifications and their associations with short-term outcomes of surgical aortic valve replacement","year":2025,"lang":"en","type":"article","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"European Foundation for the Study of Diabetes","keywords":"Aortic valve replacement; Term (time); Medicine; Index (typography); Surgery; Cardiology; Internal medicine; Computer science; World Wide Web; Physics; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007735161,0.0003124901,0.0002286,0.001218973,0.0002820948,0.0006214861,0.0004032899,0.0003865613,0.004183483],"category_scores_gemma":[0.002709521,0.0001762774,0.0009619811,0.001029305,0.0002344832,0.0004335257,0.0005962765,0.0006558582,0.0006160858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429031,"about_ca_system_score_gemma":0.0003571529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004836191,"about_ca_topic_score_gemma":0.005441843,"domain_scores_codex":[0.999463,0.000123163,0.0001127645,0.00009068694,0.0001058927,0.0001044762],"domain_scores_gemma":[0.9983402,0.0002062941,0.0009015523,0.0001242378,0.0001662556,0.0002614021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009267746,0.00001472451,0.9982357,0.00001770439,0.00008551603,0.00001716951,0.00002165178,0.00003402712,0.00005641618,0.00002388797,0.0002463032,0.001154154],"study_design_scores_gemma":[0.000007077449,0.0000515592,0.9987847,0.0000253055,0.00005395885,0.00008987325,0.00008780842,0.0003463379,0.00004736177,0.0000540158,0.0004478334,0.000004243249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939197,0.00107764,0.0003151424,0.0002446795,0.00009650087,0.0000129743,0.002947478,0.00001626441,0.001369729],"genre_scores_gemma":[0.997596,0.0001684603,0.0001765099,0.00006066,0.00006249829,0.0000162311,0.001555254,0.000006446773,0.0003579905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004836191,"threshold_uncertainty_score":0.01399511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150543150072685,"score_gpt":0.3470107158757685,"score_spread":0.3255052843750416,"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."}}