{"id":"W3109271847","doi":"10.1093/ehjci/ehaa946.1989","title":"Early intervention or watchful waiting for asymptomatic severe aortic stenosis: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Asymptomatic; Odds ratio; Aortic valve replacement; Watchful waiting; Internal medicine; Randomized controlled trial; Stenosis; Population; Aortic valve stenosis; Valve replacement; Number needed to treat; Surgery; Cardiology; Confidence interval; Relative risk","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":[0.007878589,0.002211195,0.01778982,0.003786344,0.0005190228,0.002641762,0.001752059,0.002135531,0.003811721],"category_scores_gemma":[0.01790989,0.001105039,0.0288972,0.004266613,0.0006510237,0.001455026,0.001080775,0.001843529,0.0002222084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736686,"about_ca_system_score_gemma":0.002164806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543126,"about_ca_topic_score_gemma":0.01120111,"domain_scores_codex":[0.994489,0.002864983,0.001319648,0.0006006636,0.000513751,0.0002119592],"domain_scores_gemma":[0.9850269,0.01147367,0.002199758,0.0002864745,0.0007682982,0.0002450054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004748222,0.00005228936,0.003409416,0.4197693,0.5583176,0.0001297221,0.00006963617,0.0004085572,0.0001765442,0.0001129658,0.0005197859,0.01228581],"study_design_scores_gemma":[0.001133688,0.0003313073,0.004110632,0.02762295,0.9651088,0.00007960009,0.00004233976,0.0001911114,0.00007709508,0.00016651,0.001114947,0.00002102264],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005366284,0.9935628,0.0002681153,0.0001278688,0.0001104507,0.0001461899,0.0002571334,0.00001325575,0.0001478955],"genre_scores_gemma":[0.2013043,0.7944772,0.001411956,0.0008702126,0.0003075282,0.0007556465,0.0005702663,0.00001939877,0.0002835215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01778982,"threshold_uncertainty_score":0.04166645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136389701858478,"score_gpt":0.427309274908183,"score_spread":0.290919573049705,"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."}}