{"id":"W2109430259","doi":"10.1016/j.ejcts.2007.03.036","title":"Patient selection for minimally invasive aortic valve implantation","year":2007,"lang":"en","type":"letter","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aortic valve replacement; Medicine; EuroSCORE; Surgery; Aortic valve; Cardiac surgery; Risk stratification; Stenosis; Aortic valve stenosis; Intensive care medicine; Cardiology","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":[0.00346746,0.0004682142,0.0009891127,0.001968616,0.0007782706,0.001460525,0.0007894494,0.001097939,0.005618781],"category_scores_gemma":[0.01070905,0.000214351,0.0007913611,0.0009260671,0.0004872778,0.000700385,0.0008394548,0.001199243,0.001438016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305005,"about_ca_system_score_gemma":0.0005916765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001646446,"about_ca_topic_score_gemma":0.0003220945,"domain_scores_codex":[0.9966152,0.001490782,0.0006865962,0.0002669403,0.000722148,0.0002183194],"domain_scores_gemma":[0.9967192,0.001444226,0.0006999768,0.0002329042,0.0002814408,0.0006222713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003435632,0.0007572025,0.6435431,0.0009850771,0.0002497789,0.02613416,0.001669251,0.001023188,0.006334201,0.003484962,0.04427151,0.268112],"study_design_scores_gemma":[0.001132475,0.00658734,0.7232348,0.004285256,0.0005770087,0.12346,0.005319049,0.008700316,0.009392619,0.01635303,0.1005087,0.0004495497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8528389,0.02814502,0.02988878,0.03641651,0.008140833,0.003689023,0.002407923,0.0003414636,0.03813147],"genre_scores_gemma":[0.9572518,0.006576786,0.01534442,0.008392281,0.008191134,0.001497561,0.001421382,0.0001173489,0.001207375],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005618781,"threshold_uncertainty_score":0.01879668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801437187486784,"score_gpt":0.323104477809595,"score_spread":0.2950901059347272,"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."}}