{"id":"W2150996130","doi":"10.1161/circulationaha.106.642264","title":"The Evolving Treatment of Aortic Stenosis","year":2006,"lang":"en","type":"letter","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stenosis; Percutaneous; valvular heart disease; Interventional cardiology; Stent; Cardiology; Aortic valve stenosis; Surgery; Internal medicine","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":[0.002045342,0.0006407913,0.0008526515,0.0007386126,0.001941129,0.002012783,0.001047632,0.01319439,0.003066899],"category_scores_gemma":[0.009383069,0.0002714143,0.0006829929,0.0007390981,0.003236588,0.003909797,0.001049815,0.01418764,0.002371301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003147783,"about_ca_system_score_gemma":0.001669663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046123,"about_ca_topic_score_gemma":0.003083196,"domain_scores_codex":[0.9970698,0.0008323868,0.0003309689,0.0002547063,0.001287857,0.0002241448],"domain_scores_gemma":[0.9971573,0.00132202,0.0002645762,0.000100055,0.0006678492,0.000488227],"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":[0.0001358287,0.0002182193,0.004252774,0.0009311583,0.00004351788,0.04468498,0.0008328401,0.0005340925,0.001489585,0.03002862,0.6546705,0.2621777],"study_design_scores_gemma":[0.00008652831,0.0002087984,0.002111518,0.001173476,0.00002463166,0.075567,0.0006927931,0.0007464907,0.0003748826,0.02403006,0.8949496,0.0000341465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002742246,0.06131326,0.001280077,0.8936005,0.02633499,0.00002190236,0.0000199774,0.00004456811,0.01464251],"genre_scores_gemma":[0.03750741,0.09445711,0.002611135,0.6240996,0.2293426,0.00005902637,0.00004783452,0.00002821322,0.01184723],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01319439,"threshold_uncertainty_score":0.02283883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196615063786238,"score_gpt":0.3065797820251295,"score_spread":0.2869182756465057,"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."}}