{"id":"W3016081860","doi":"10.1016/j.cjca.2020.03.043","title":"Precision Medicine in TAVR: How to Select the Right Device for the Right Patient","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Valve replacement; Cardiology; Stroke (engine); Internal medicine; Stenosis; Atrial fibrillation; Aortic valve replacement; Aortic valvuloplasty; Aortic valve stenosis; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003626873,0.0008068233,0.001813305,0.001162298,0.006030783,0.005443193,0.001605408,0.05928278,0.009095019],"category_scores_gemma":[0.03693444,0.000673922,0.001433142,0.0006710473,0.00436313,0.006090365,0.001807867,0.0563002,0.00544143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007599757,"about_ca_system_score_gemma":0.01082239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02011781,"about_ca_topic_score_gemma":0.03545326,"domain_scores_codex":[0.9941189,0.001867841,0.0007748698,0.0006098782,0.001909067,0.0007194388],"domain_scores_gemma":[0.9811389,0.01026848,0.0008530164,0.0003982212,0.003522636,0.003818789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004987511,0.00006980307,0.001384337,0.0000805811,0.00002758987,0.005877868,0.000350976,0.0001751021,0.0002563978,0.007577034,0.966212,0.01793834],"study_design_scores_gemma":[0.0001927508,0.0001472729,0.001890625,0.001269081,0.00005993842,0.01606428,0.001347677,0.001722101,0.0002586195,0.05232672,0.9245173,0.0002035854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001424419,0.0007427753,0.0001287275,0.9920636,0.005089038,0.000003996483,0.00001474731,0.00001152419,0.00180331],"genre_scores_gemma":[0.005109318,0.001942608,0.0008236055,0.9455933,0.04233477,0.00002177867,0.00002691119,0.00002666812,0.004120896],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05928278,"threshold_uncertainty_score":0.05514038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495820402720339,"score_gpt":0.2850271001697814,"score_spread":0.270068896142578,"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."}}