{"id":"W3205379425","doi":"10.1016/j.cjca.2021.07.061","title":"BALLOON VALVULOPLASTY VERSUS SURGICAL VALVOTOMY FOR CONGENITAL AORTIC STENOSIS: SYSTEMATIC REVIEW AND META-ANALYSIS","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Aortic valvuloplasty; Commissurotomy; Meta-analysis; Stenosis; Balloon; Surgery; Internal medicine; Cardiology; Aortic valve stenosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007785526,0.002671632,0.01503586,0.002176306,0.0007108245,0.002854287,0.002322775,0.003450812,0.005415277],"category_scores_gemma":[0.02103335,0.001907654,0.03673547,0.0030954,0.001072878,0.002129287,0.001997653,0.002970338,0.000498587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592593,"about_ca_system_score_gemma":0.001759513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007353856,"about_ca_topic_score_gemma":0.02132981,"domain_scores_codex":[0.9932345,0.003067831,0.001631811,0.001218463,0.0004445345,0.000402979],"domain_scores_gemma":[0.987646,0.008486376,0.002429196,0.0005887621,0.0005799048,0.0002698523],"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":[0.006034231,0.00003294091,0.007837644,0.09383214,0.887732,0.0001054622,0.0001055521,0.0002476109,0.0002570119,0.00008005745,0.0003851861,0.0033501],"study_design_scores_gemma":[0.001636934,0.0002284065,0.00458113,0.003331735,0.9892997,0.00005139197,0.00005398688,0.0001183035,0.00005004459,0.0001154353,0.0005111014,0.00002194665],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04146369,0.9549593,0.001055844,0.0003219695,0.0004798785,0.0002428177,0.0009690989,0.00007566021,0.0004316738],"genre_scores_gemma":[0.7566735,0.2357253,0.002698622,0.002106966,0.0005013114,0.0005534223,0.0008286597,0.00008478623,0.0008275431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01503586,"threshold_uncertainty_score":0.04117429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276223830584074,"score_gpt":0.3349463180705393,"score_spread":0.2921840797646986,"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."}}