{"id":"W4386660556","doi":"10.1093/eurheartj/ehab724.1624","title":"Transfemoral versus transapical approach for transcatheter aortic valve implantation: a systematic review and meta-analysis of adjusted studies","year":2021,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Meta-analysis; Propensity score matching; Internal medicine; Hazard ratio; Confounding; Cardiology; Odds ratio; Aortic valve replacement; Meta-regression; Stenosis; Proportional hazards model; Surgery; Confidence interval","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":[0.01267744,0.002533473,0.01830071,0.007851155,0.0005631869,0.003367726,0.001981827,0.001772607,0.003482723],"category_scores_gemma":[0.02511082,0.001286259,0.03876059,0.009138085,0.000658754,0.001806665,0.001435207,0.001714497,0.0002991916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162016,"about_ca_system_score_gemma":0.002856996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004340931,"about_ca_topic_score_gemma":0.008901715,"domain_scores_codex":[0.9894712,0.00449891,0.003574333,0.001123906,0.001059403,0.0002723199],"domain_scores_gemma":[0.9842886,0.01076232,0.003178772,0.0004508772,0.001151459,0.0001680006],"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":[0.001490236,0.00002207767,0.002602448,0.386465,0.5999091,0.0001001349,0.00005596696,0.0003391928,0.0001920707,0.0001189301,0.0003057959,0.008399136],"study_design_scores_gemma":[0.0004126261,0.0001166945,0.002481799,0.02016481,0.9752471,0.00007026551,0.00003202672,0.0001360926,0.00009229138,0.0001834464,0.001044774,0.00001801886],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004071771,0.9939825,0.0006404179,0.000119848,0.0001183456,0.0003511889,0.0005052839,0.00001836373,0.0001923464],"genre_scores_gemma":[0.1763355,0.8158381,0.003253465,0.0008742603,0.0002695007,0.001887265,0.001158162,0.00004442178,0.0003393368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01830071,"threshold_uncertainty_score":0.06704557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3186546695912753,"score_gpt":0.4726698619609244,"score_spread":0.1540151923696491,"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."}}