{"id":"W4365512319","doi":"10.1016/j.cjca.2023.03.027","title":"Minimally Invasive Nonresectional Mitral Valve Repair Long-term Results","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mitral valve repair; Perioperative; Mitral valve; Mitral regurgitation; Surgery; Stroke (engine); Myocardial infarction; Heart failure; Cardiology; Internal medicine; Mitral valve replacement; Confidence interval; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008241719,0.0007873065,0.001651494,0.0009088806,0.0008402205,0.001344326,0.0007769576,0.001238008,0.003638954],"category_scores_gemma":[0.001755313,0.0001417079,0.002004807,0.0006362206,0.0007358508,0.0008562498,0.0005891428,0.001160312,0.001419349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000520032,"about_ca_system_score_gemma":0.0003834838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009442569,"about_ca_topic_score_gemma":0.001657006,"domain_scores_codex":[0.9992853,0.0001011253,0.0001207204,0.0001023519,0.0001421375,0.0002484926],"domain_scores_gemma":[0.9977068,0.0005378567,0.0005249125,0.0002547782,0.0003999559,0.0005757295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03471015,0.01455743,0.4449154,0.001792851,0.00468144,0.01011256,0.002387502,0.002511826,0.03690417,0.0006349289,0.004392826,0.442399],"study_design_scores_gemma":[0.000916569,0.04715426,0.9204562,0.0005522468,0.003258467,0.01209044,0.001454369,0.0007966343,0.006298282,0.00071585,0.006086336,0.0002203427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880304,0.007261313,0.0007210156,0.0002662573,0.0001963243,0.00002280643,0.0009085124,0.00004170127,0.00255168],"genre_scores_gemma":[0.9949708,0.001203629,0.0002156349,0.0001889816,0.0001825959,0.00001825453,0.001446306,0.00001341422,0.001760368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003638954,"threshold_uncertainty_score":0.01217353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510133697240337,"score_gpt":0.2743280106348061,"score_spread":0.2492266736624027,"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."}}