{"id":"W2017438129","doi":"10.1053/j.optechstcvs.2009.11.002","title":"Aortic Valve Repair","year":2009,"lang":"en","type":"article","venue":"Operative Techniques in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Aortic valve; Surgery","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":[0.0007666794,0.0002348446,0.000831833,0.0002022899,0.00007387189,0.00002857779,0.00003245706,0.0001158126,0.00002831463],"category_scores_gemma":[0.00009984019,0.0001951486,0.004789727,0.0003012039,0.00007720928,0.0001342872,0.00003002121,0.0001673564,0.000007341646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000775263,"about_ca_system_score_gemma":0.00008585837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003489717,"about_ca_topic_score_gemma":3.783971e-7,"domain_scores_codex":[0.9984804,0.000183262,0.0002894635,0.0004560038,0.0003171827,0.0002736414],"domain_scores_gemma":[0.9991212,0.0000583772,0.0000285955,0.0005419371,0.00009860973,0.0001512924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002012465,0.0003380875,0.363595,0.00008889407,0.003815663,0.0004623262,0.0001454794,0.000002835717,0.0001210484,0.0001923964,0.0009133465,0.6301237],"study_design_scores_gemma":[0.0004822937,0.0002821365,0.9838179,0.0006031215,0.002599611,0.0002301293,0.0002818857,0.00003529184,0.005563257,0.0005150037,0.005046732,0.0005426084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308918,0.05136361,0.001244033,0.0001401975,0.00009983989,0.001125036,0.00001445529,0.0005939632,0.01452714],"genre_scores_gemma":[0.9937987,0.003962723,0.001460864,0.0004071548,0.00009188944,0.0001047265,0.0000358767,0.00002118778,0.0001169313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6295811,"threshold_uncertainty_score":0.7957929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775051704077976,"score_gpt":0.354034213330249,"score_spread":0.3362836962894692,"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."}}