{"id":"W4411465696","doi":"10.1016/j.cjca.2025.06.009","title":"Mitral Valve-in-Ring Procedures: Impact of Ring Type on Prosthesis Expansion and Conformation","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"Michael Smith Health Research BC; Medtronic; Edwards Lifesciences","keywords":"Medicine; Ring (chemistry); Prosthesis; Mitral valve; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001637845,0.0003464073,0.0004123152,0.0004623252,0.0003416199,0.001067401,0.0004108891,0.0005899154,0.005505566],"category_scores_gemma":[0.009659071,0.0001119562,0.0006422697,0.000526781,0.0008207893,0.0008713906,0.0004669774,0.0008918848,0.0006012835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652737,"about_ca_system_score_gemma":0.0003376188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131122,"about_ca_topic_score_gemma":0.003468429,"domain_scores_codex":[0.9991573,0.000244799,0.0001031402,0.0001439098,0.0002247075,0.0001261209],"domain_scores_gemma":[0.9923744,0.003151768,0.002724047,0.0003920815,0.000186802,0.001170926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004344644,0.0002524595,0.9116923,0.0001360152,0.0004613894,0.000908036,0.0001604877,0.0003220161,0.002247688,0.000298078,0.0008458117,0.07833116],"study_design_scores_gemma":[0.00003239985,0.001069278,0.9941387,0.0000808673,0.0001462869,0.002274169,0.0002186042,0.000414874,0.0002666747,0.0002918318,0.001040537,0.00002569532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805018,0.0133374,0.0005723037,0.0008942161,0.0001257792,0.00001989113,0.0001488996,0.00001300294,0.004386696],"genre_scores_gemma":[0.9964002,0.002069793,0.0004725035,0.0002394611,0.0001770883,0.000003680134,0.000138946,0.00001791118,0.0004803157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005505566,"threshold_uncertainty_score":0.01841795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011876397841074,"score_gpt":0.3223139513941471,"score_spread":0.3104375535530732,"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."}}