{"id":"W2164735089","doi":"10.1136/hrt.2006.107672","title":"Prevention of valve prosthesis—patient mismatch before aortic valve replacement: does it matter and is it feasible?","year":2007,"lang":"en","type":"letter","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Prosthesis; Aortic valve replacement; Aortic valve; Surgery; Cardiology; Internal medicine","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":[0.003089127,0.0006422471,0.002861802,0.0007259125,0.002440601,0.002165074,0.001460687,0.05266472,0.007793733],"category_scores_gemma":[0.02371146,0.0005539834,0.001460095,0.0006882469,0.002125072,0.004317721,0.0008521322,0.02801116,0.003520326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375774,"about_ca_system_score_gemma":0.002192604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180418,"about_ca_topic_score_gemma":0.00553311,"domain_scores_codex":[0.9969445,0.001164268,0.0004640452,0.0003023859,0.0005950214,0.0005296749],"domain_scores_gemma":[0.9900124,0.005885344,0.0009141166,0.0001937779,0.0008405574,0.002153734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00183787,0.001296348,0.05611915,0.0008874529,0.0005507203,0.05959054,0.0008357097,0.0009047092,0.001412806,0.01109939,0.7487965,0.1166688],"study_design_scores_gemma":[0.004545467,0.005045541,0.1099336,0.007781934,0.001682607,0.1677964,0.005709888,0.007832851,0.002625588,0.07267974,0.613596,0.000770367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005972919,0.003415809,0.0003336886,0.9759533,0.008494889,0.0000157692,0.00004277593,0.00002948052,0.005741372],"genre_scores_gemma":[0.06731096,0.004728058,0.0008337483,0.8141641,0.1080877,0.00004920572,0.00006980883,0.00003960871,0.00471679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05266472,"threshold_uncertainty_score":0.02607262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787580143350777,"score_gpt":0.3300579147842082,"score_spread":0.3121821133507004,"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."}}