{"id":"W370002291","doi":"10.1016/j.jcin.2015.03.009","title":"Twofers and Transaortic Valve Replacements","year":2015,"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":"","funders":"","keywords":"Variety (cybernetics); Quarter (Canadian coin); Business; Architectural engineering; Computer science; Engineering; History; Artificial intelligence; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637205,0.0006149767,0.001187476,0.0007499437,0.002449207,0.002599834,0.0007250392,0.0302266,0.008541051],"category_scores_gemma":[0.01431424,0.0003436949,0.001531248,0.0004850351,0.002054398,0.002245672,0.00125837,0.0208135,0.003295149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423285,"about_ca_system_score_gemma":0.001741265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103071,"about_ca_topic_score_gemma":0.00362707,"domain_scores_codex":[0.9985542,0.0003999522,0.0001945848,0.0001354072,0.0004308599,0.0002849794],"domain_scores_gemma":[0.9960154,0.002394355,0.0003761511,0.0001427462,0.0002397876,0.0008314831],"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":[0.0005618546,0.0004177994,0.006871108,0.0002939987,0.0001531485,0.05792739,0.0003662854,0.0004591471,0.0007750384,0.03304917,0.7984868,0.1006383],"study_design_scores_gemma":[0.0009911978,0.0005606097,0.006971333,0.001321735,0.0001755783,0.08350074,0.0006202275,0.001848546,0.0006296841,0.06873665,0.8345223,0.0001213771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003041587,0.01260541,0.0002703581,0.946187,0.02297479,0.00001389785,0.00003373829,0.00003188853,0.01484135],"genre_scores_gemma":[0.05294497,0.01288131,0.0005942773,0.7512746,0.1638096,0.00005018006,0.00007448069,0.00002729185,0.01834323],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0302266,"threshold_uncertainty_score":0.02857268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099363650572587,"score_gpt":0.3609730250770531,"score_spread":0.3099793885713273,"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."}}