{"id":"W2335143615","doi":"10.1097/01268031-200941001-00126","title":"Cardiac valve repair: novel techniques","year":2009,"lang":"en","type":"article","venue":"Pathology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"MitraClip; Medicine; Mitral valve; Catheter; Cardiology; Surgery; Internal medicine","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":[0.00008168838,0.0001117006,0.0002923665,0.00006253692,0.00003446664,0.000003844158,0.00002797508,0.0000898432,0.00003628943],"category_scores_gemma":[0.00004791331,0.00009447381,0.001888988,0.00007860611,0.0000346565,0.00002255406,0.00001647601,0.00007929443,0.00007363292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004365266,"about_ca_system_score_gemma":0.00003384763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007345814,"about_ca_topic_score_gemma":1.021083e-7,"domain_scores_codex":[0.9993153,0.00002285798,0.0001250002,0.000238662,0.00009750529,0.000200636],"domain_scores_gemma":[0.9994637,0.00001656533,0.00002939587,0.0003299563,0.00005406858,0.0001063203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000451524,0.002385339,0.7923154,0.00006492113,0.002189048,0.001153108,0.0003276621,6.141668e-7,0.05082446,0.007080528,0.01818713,0.1250203],"study_design_scores_gemma":[0.0006701259,0.0006267353,0.9839262,0.00002100089,0.001010122,0.0001408095,0.00002549858,0.000002200698,0.001744712,0.0004275517,0.01128646,0.0001185257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348397,0.00432114,0.0003195348,0.0009152924,0.000395132,0.0006984772,0.00009545816,0.0009994789,0.05741579],"genre_scores_gemma":[0.9935803,0.000147451,0.004118772,0.001434353,0.0002121271,0.0000300596,0.0000624126,0.00001265435,0.0004019162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916109,"threshold_uncertainty_score":0.385253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367640968298156,"score_gpt":0.34260313749302,"score_spread":0.3289267278100385,"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."}}