{"id":"W3016746047","doi":"10.2217/fca-2019-0011","title":"Transcatheter Valve Replacement: A Revolution","year":2020,"lang":"en","type":"article","venue":"Future Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Percutaneous; Stenosis; valvular heart disease; Valve replacement; Aortic valve replacement; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006190927,0.0009823022,0.00107437,0.001482528,0.0007470463,0.002904456,0.001102492,0.003468593,0.01590471],"category_scores_gemma":[0.01103552,0.0002344168,0.0009602294,0.0006534642,0.003252018,0.006142532,0.001625762,0.009922093,0.005413407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509723,"about_ca_system_score_gemma":0.002097945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006752923,"about_ca_topic_score_gemma":0.001035589,"domain_scores_codex":[0.9984336,0.0003695122,0.0001458807,0.0002583562,0.00065304,0.0001394259],"domain_scores_gemma":[0.9927893,0.003953274,0.0003403078,0.0004872786,0.001220287,0.00120958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000325013,0.0004226501,0.0008287491,0.001787547,0.0000961644,0.000402869,0.000356191,0.000563075,0.00200842,0.1197935,0.2618487,0.6115673],"study_design_scores_gemma":[0.0001027713,0.0003494869,0.001254252,0.001729704,0.00005124893,0.001082067,0.0002366046,0.0003207549,0.0003172412,0.03786001,0.9566677,0.00002808657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00300685,0.6335736,0.005322554,0.3112017,0.02022043,0.00003354259,0.0002336808,0.0003929794,0.02601475],"genre_scores_gemma":[0.04069196,0.742673,0.01157644,0.1254679,0.06608405,0.0000944232,0.0003476446,0.0001555659,0.01290889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01590471,"threshold_uncertainty_score":0.05320662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452790338704244,"score_gpt":0.2949856728558735,"score_spread":0.2804577694688311,"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."}}