{"id":"W4386880700","doi":"10.1136/bmjopen-2023-073549","title":"One-year real-world outcomes for patients undergoing transcatheter mitral valve repair: the Gulf MTEER registry (GULF Mitral Transcatheter Edge to Edge Repair)","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; MitraClip; Mitral regurgitation; Mitral valve repair; Heart failure; Mitral valve; Cardiology; Clinical endpoint; Internal medicine; Surgery; Clinical trial","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":[0.001893391,0.0004270455,0.0005442337,0.002472348,0.0003317065,0.0008488221,0.000672842,0.0004851547,0.0009998787],"category_scores_gemma":[0.005357476,0.0002209316,0.0006393757,0.003095406,0.0003079955,0.001043027,0.001226856,0.0007674174,0.0003840851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006501179,"about_ca_system_score_gemma":0.0008617485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005846556,"about_ca_topic_score_gemma":0.006232543,"domain_scores_codex":[0.9985453,0.0002681576,0.0003487162,0.0003686084,0.0002918097,0.0001774404],"domain_scores_gemma":[0.9922554,0.0007662061,0.004662922,0.0006657229,0.001011002,0.0006386869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001802427,0.00002536,0.9967597,0.00004331429,0.0001220062,0.00006837307,0.00009922298,0.00007928457,0.00006992383,0.00003721018,0.0007807343,0.001734628],"study_design_scores_gemma":[0.000038415,0.00009081414,0.9982101,0.00002845126,0.00007900633,0.0002880983,0.000230168,0.0001733806,0.00007241688,0.00002950469,0.000748651,0.00001116376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787301,0.0005762954,0.0002239227,0.0001443336,0.00002020469,0.00006566954,0.01960412,0.00001689555,0.0006184654],"genre_scores_gemma":[0.9636641,0.0006944814,0.0004925405,0.0001209948,0.0000618039,0.0001890245,0.03452628,0.00001579553,0.0002349292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005846556,"threshold_uncertainty_score":0.01162505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06254199722628496,"score_gpt":0.3949006824264591,"score_spread":0.3323586852001741,"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."}}