{"id":"W4411356569","doi":"10.1002/ccd.31685","title":"Short‐Term Feasibility of Transseptal Mitral Valve Replacement in China","year":2025,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"West China Hospital, Sichuan University; Sichuan University; National Natural Science Foundation of China","keywords":"Medicine; Cardiology; Term (time); Internal medicine; Mitral valve; Mitral valve replacement","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001882559,0.000106266,0.000351838,0.0001481355,0.00003502542,0.00001264265,0.0000328409,0.00004894625,0.00004176924],"category_scores_gemma":[0.00002312545,0.0001002695,0.009119766,0.0001947775,0.0000549502,0.00004703062,0.00002559048,0.00005694959,8.626931e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005335065,"about_ca_system_score_gemma":0.00002764443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000229454,"about_ca_topic_score_gemma":0.000002947129,"domain_scores_codex":[0.9991105,0.00007359182,0.0003174084,0.0002516151,0.0001407879,0.0001060792],"domain_scores_gemma":[0.9994978,0.000005776913,0.00002311377,0.0003631882,0.00005221188,0.00005790267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341253,0.0007751971,0.9753407,0.0006677411,0.007486952,0.000003984711,0.0001872652,0.00003325022,0.0002062174,0.0003423674,0.00001560497,0.01480665],"study_design_scores_gemma":[0.001775026,0.000116778,0.9942656,0.0004380777,0.002913192,0.000005566073,0.0001019163,0.00002607455,0.0001790391,0.00006549932,0.00004764699,0.00006563396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837855,0.006253581,0.007803172,0.00003590281,0.0001303644,0.0005930131,0.00005634783,0.00002026405,0.001321822],"genre_scores_gemma":[0.9992903,0.0002391552,0.00005041171,0.00001519531,0.00001023619,0.00005795398,0.0001653511,0.000007807054,0.0001636068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189249,"threshold_uncertainty_score":0.9197528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554548520397003,"score_gpt":0.357105289965628,"score_spread":0.3315598047616579,"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."}}