{"id":"W3085591660","doi":"10.22541/au.160010820.02343369","title":"SAVR and TAVR: The Role of the Heart Team Towards a Tailored Approach. Benoit de Varennes MD, MSc, FRCS","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Stenosis; Intensive care medicine; Aortic valve replacement; Aortic valve stenosis; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003637077,0.0005116403,0.0005520786,0.0007342446,0.001107434,0.002872116,0.0003618787,0.002194614,0.01157028],"category_scores_gemma":[0.01421697,0.0003372073,0.0003454279,0.0003007993,0.001063977,0.002100604,0.001838896,0.006908502,0.005323881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364304,"about_ca_system_score_gemma":0.003554603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137218,"about_ca_topic_score_gemma":0.003967077,"domain_scores_codex":[0.9982187,0.000622541,0.00009973992,0.0002376257,0.0006669044,0.000154552],"domain_scores_gemma":[0.9918019,0.002594357,0.0003143522,0.0002142776,0.001532762,0.003542312],"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":[0.0001647069,0.0001400736,0.005700011,0.0004005276,0.00004719355,0.001323879,0.0009832969,0.0003769508,0.0008683903,0.008092358,0.6541032,0.3277995],"study_design_scores_gemma":[0.0001366821,0.0001723421,0.01247263,0.003483156,0.00006603407,0.009351951,0.001698435,0.001173492,0.0007175938,0.02801765,0.9425917,0.0001184497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007398596,0.06181076,0.009132401,0.845953,0.04093894,0.00007383776,0.0001406351,0.0003461537,0.03420554],"genre_scores_gemma":[0.2285747,0.2217193,0.04375827,0.2600611,0.1305833,0.0003940121,0.0007154871,0.001385448,0.1128084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01157028,"threshold_uncertainty_score":0.03870642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551380936621109,"score_gpt":0.2914885401007748,"score_spread":0.2759747307345637,"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."}}