{"id":"W2254501236","doi":"10.4244/eijv11swa31","title":"Patient and procedure selection for the prevention of prosthesis-patient mismatch following aortic valve replacement","year":2015,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiac skeleton; Aortic valve replacement; Cardiology; Stenosis; Internal medicine; Regurgitation (circulation); Aortic valve; Prosthesis; Valve replacement; Aortic valve stenosis; Concomitant; Surgery; Mitral regurgitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003261383,0.0002345561,0.0006607969,0.0004471784,0.0002879789,0.0006286186,0.0002743246,0.0005984257,0.001909229],"category_scores_gemma":[0.007219857,0.0001112448,0.0007027164,0.0003467581,0.0002124127,0.0004937937,0.0003017759,0.0005580402,0.0003986305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162255,"about_ca_system_score_gemma":0.0003749345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126608,"about_ca_topic_score_gemma":0.0003614756,"domain_scores_codex":[0.99784,0.001218732,0.0003298471,0.0001870946,0.0002956126,0.0001286966],"domain_scores_gemma":[0.9975649,0.0009318673,0.0007305494,0.0001681067,0.00009947888,0.0005050357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0225774,0.003222538,0.5222736,0.0008284532,0.00103762,0.001357658,0.0003367968,0.001612446,0.00520989,0.0008801682,0.003091268,0.4375721],"study_design_scores_gemma":[0.001328839,0.02334296,0.9491867,0.0006319105,0.000981993,0.006159028,0.0003797488,0.004708858,0.003251042,0.00275495,0.007150068,0.0001239797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740959,0.0124447,0.005112373,0.001375245,0.0003808418,0.000450576,0.0002433077,0.00004822086,0.005848951],"genre_scores_gemma":[0.996365,0.001091585,0.0016367,0.0002736085,0.0002415181,0.00009992033,0.0001317657,0.000006531662,0.0001534794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003261383,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479771163386464,"score_gpt":0.3326709560146093,"score_spread":0.3078732443807446,"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."}}