{"id":"W4405272766","doi":"10.1093/eurheartj/ehae839","title":"Weekly Journal Scan: Pushing the boundaries of transcatheter aortic valve implantation in asymptomatic patients with severe aortic stenosis","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Stenosis; Cardiology; Internal medicine; Aortic valve stenosis; Aortic valve; Radiology","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":[0.003596105,0.0003620649,0.0008758937,0.001243623,0.0007847362,0.002059919,0.0008480339,0.003489287,0.03626589],"category_scores_gemma":[0.02539451,0.000200764,0.0006821797,0.001456243,0.0005302113,0.001639646,0.0008292798,0.00365984,0.00855744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921376,"about_ca_system_score_gemma":0.001645833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003507281,"about_ca_topic_score_gemma":0.00666102,"domain_scores_codex":[0.9982652,0.000674047,0.0002763093,0.0002018894,0.0004629063,0.0001196387],"domain_scores_gemma":[0.9833924,0.008143586,0.001600687,0.0005101616,0.004202597,0.002150555],"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":[0.0006414776,0.0000397876,0.003192356,0.0003651735,0.00003337148,0.00009092891,0.00003044683,0.00001375995,0.00009418976,0.000393183,0.9535388,0.04156659],"study_design_scores_gemma":[0.001589251,0.0004079885,0.03116916,0.002853441,0.0002983059,0.0005342272,0.0002057448,0.0002004636,0.0002515596,0.00108739,0.9613436,0.00005878637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008192718,0.0370033,0.0005501414,0.7613251,0.1371009,0.000141946,0.006667541,0.0005633144,0.04845504],"genre_scores_gemma":[0.07971085,0.04781891,0.002187714,0.4790236,0.3418254,0.0004185366,0.007142905,0.000528448,0.04134364],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03626589,"threshold_uncertainty_score":0.1213214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437875777833746,"score_gpt":0.2955741879945498,"score_spread":0.2811954302162123,"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."}}