{"id":"W2898335246","doi":"10.1016/j.athoracsur.2018.08.091","title":"Perceval Valve Implantation: Technical Details and Echocardiographic Assessment","year":2018,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Université de Montréal; Trillium Health Centre; Montreal Heart Institute; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292382,0.0007205358,0.0006967577,0.001989936,0.0005250679,0.0009065359,0.0003828514,0.00161156,0.001860727],"category_scores_gemma":[0.003355969,0.0004627657,0.0007762501,0.0007905813,0.0005739918,0.001665282,0.0003636537,0.001944131,0.0007737498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862912,"about_ca_system_score_gemma":0.0007266409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003828121,"about_ca_topic_score_gemma":0.000537227,"domain_scores_codex":[0.9993131,0.0001034813,0.00023442,0.00009589461,0.0001744502,0.00007867925],"domain_scores_gemma":[0.9986728,0.0005946569,0.0001771911,0.0001713352,0.0001813992,0.0002026655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.002013676,0.001132665,0.6893234,0.0005497216,0.0002622505,0.1680141,0.001385502,0.001866765,0.03133329,0.002053761,0.006721769,0.0953432],"study_design_scores_gemma":[0.00008993797,0.001132629,0.5932651,0.0003923589,0.0001958229,0.3715853,0.00107121,0.002640486,0.008642997,0.002283445,0.01848237,0.0002183162],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116253,0.02261719,0.02536316,0.005237844,0.0006699851,0.0006028524,0.002438529,0.0002326034,0.0312125],"genre_scores_gemma":[0.9648175,0.009781757,0.01611424,0.001662953,0.001940558,0.0002215699,0.002341583,0.0001454468,0.00297443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989936,"threshold_uncertainty_score":0.006834805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08017343817674477,"score_gpt":0.457632467352434,"score_spread":0.3774590291756892,"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."}}