{"id":"W4223650135","doi":"10.1016/j.jcin.2022.01.295","title":"The Next Frontier in TAVR","year":2022,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"Abbott Vascular; Edwards Lifesciences; Medtronic","keywords":"Frontier; Geography; Archaeology","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":[0.004815919,0.0009907037,0.001684661,0.00106763,0.006741703,0.006793921,0.001520758,0.08128446,0.01049369],"category_scores_gemma":[0.02094666,0.0007236024,0.001695169,0.0006448587,0.004600232,0.007237079,0.003161667,0.06664358,0.005273151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005197749,"about_ca_system_score_gemma":0.007400047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007238484,"about_ca_topic_score_gemma":0.01721702,"domain_scores_codex":[0.9944887,0.001790978,0.000487032,0.0005746537,0.001571296,0.001087284],"domain_scores_gemma":[0.992328,0.003448122,0.0003916387,0.0001881904,0.0009160358,0.002727958],"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":[0.00006883483,0.0000503948,0.0006013818,0.00006983933,0.00002024958,0.00311372,0.0001898319,0.0001169778,0.0001913277,0.009594761,0.9756441,0.01033861],"study_design_scores_gemma":[0.0001611237,0.0001073871,0.001130625,0.0007397866,0.00003299909,0.00337729,0.0007807667,0.0006094109,0.0001294768,0.03239971,0.9604498,0.00008166184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002234587,0.002178108,0.00007730404,0.9778405,0.01546243,0.000005704831,0.00001928924,0.00001094283,0.004182249],"genre_scores_gemma":[0.003744553,0.00172328,0.0002129414,0.9180568,0.07003104,0.00002411248,0.00002177419,0.00001913828,0.00616629],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08128446,"threshold_uncertainty_score":0.03771245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04461235364411036,"score_gpt":0.3377827406869594,"score_spread":0.293170387042849,"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."}}