{"id":"W4388206001","doi":"10.1016/j.jcin.2023.10.002","title":"1-Year Outcomes From the CLASP IID Randomized Trial for Degenerative Mitral Regurgitation","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Edwards Lifesciences","keywords":"Medicine; MitraClip; Clinical endpoint; Randomized controlled trial; Cohort; Confidence interval; Mitral regurgitation; Internal medicine; Surgery; Adverse effect; Cardiology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009314573,0.000203927,0.0009877054,0.0001040353,0.0002223131,0.00007628435,0.00009921941,0.00008416417,0.0001395629],"category_scores_gemma":[0.001094161,0.0001313851,0.04145878,0.0002525587,0.00008621528,0.00008567301,0.00005077615,0.000105229,0.0001804639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008234954,"about_ca_system_score_gemma":0.00006279474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605472,"about_ca_topic_score_gemma":0.00001418649,"domain_scores_codex":[0.9980851,0.0004041344,0.0004782433,0.0003659016,0.0004208685,0.0002457869],"domain_scores_gemma":[0.9983131,0.0006135381,0.00009796021,0.0006553377,0.0002161995,0.0001038368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5385106,0.00121995,0.0134198,0.0002777332,0.3372024,0.00006658713,0.001064957,0.0006525782,0.00002027057,0.004613178,0.08536953,0.01758241],"study_design_scores_gemma":[0.9018548,0.0001894362,0.06743483,0.0001682583,0.02400716,0.000002245866,0.0006124725,0.0001146643,0.0000527946,0.001325631,0.004061636,0.0001760451],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586979,0.01050099,0.01023093,0.003324877,0.003314425,0.01067393,0.001521801,0.0003646816,0.001370459],"genre_scores_gemma":[0.9905657,0.0001920564,0.0004250814,0.0001643539,0.0007582144,0.003110285,0.002394246,0.00004921723,0.002340837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3633442,"threshold_uncertainty_score":0.9681408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06721492021189193,"score_gpt":0.3913495783350247,"score_spread":0.3241346581231327,"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."}}