{"id":"W3091071939","doi":"10.1016/j.cjca.2020.07.200","title":"ROBOTIC MITRAL VALVE REPAIR: SINGLE INSTITUTION EXPERIENCE","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mitral valve repair; Institution; Robotic surgery; Mitral valve; Surgery; General surgery","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":[0.0008112148,0.001278347,0.001080509,0.0007439312,0.001491127,0.00193952,0.001061472,0.00144664,0.003819691],"category_scores_gemma":[0.002493187,0.0005466767,0.001551281,0.000749369,0.0005940498,0.001289699,0.001163268,0.001608561,0.002240326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115761,"about_ca_system_score_gemma":0.001078154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009602921,"about_ca_topic_score_gemma":0.003172847,"domain_scores_codex":[0.998916,0.0001554651,0.0001894702,0.0002961774,0.0001680466,0.0002748354],"domain_scores_gemma":[0.9982053,0.0002139246,0.0003043966,0.000239314,0.0001076686,0.0009293444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003980696,0.01964324,0.4681918,0.001016816,0.002545972,0.1510527,0.005065662,0.006383297,0.02774745,0.001424111,0.01150704,0.3014412],"study_design_scores_gemma":[0.0009017717,0.01926094,0.5388895,0.0004803334,0.0007712729,0.4106537,0.004176785,0.005488236,0.006289168,0.001498801,0.01095203,0.0006374232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884109,0.001529103,0.004918127,0.0005200407,0.0001985991,0.00009629101,0.0004389354,0.0001383584,0.003749588],"genre_scores_gemma":[0.9915749,0.001108973,0.004090586,0.0005551581,0.0002984694,0.00004624952,0.00059404,0.0001102831,0.001621308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003819691,"threshold_uncertainty_score":0.01277816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373713724448545,"score_gpt":0.2977691543291462,"score_spread":0.2640320170846607,"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."}}