{"id":"W4254861054","doi":"10.1016/j.athoracsur.2006.11.024","title":"Reply","year":2007,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003305398,0.0007749212,0.001087907,0.001007063,0.003645422,0.005396676,0.002063173,0.03972461,0.02158892],"category_scores_gemma":[0.03613155,0.0007385816,0.001460193,0.0007235201,0.002379255,0.003679009,0.003137416,0.0371662,0.01523736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129133,"about_ca_system_score_gemma":0.004267584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004645222,"about_ca_topic_score_gemma":0.006169883,"domain_scores_codex":[0.9969804,0.0006198215,0.0003527886,0.000564164,0.0008678042,0.0006150167],"domain_scores_gemma":[0.9866568,0.005845301,0.0008551518,0.0004954968,0.00405542,0.0020918],"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":[0.00002414774,0.000006657583,0.0002886771,0.00003265391,0.00001197351,0.0002308888,0.00008274808,0.00001207212,0.0000586331,0.0007722586,0.9963295,0.002149676],"study_design_scores_gemma":[0.00005699537,0.00002303454,0.00123603,0.0001747748,0.00003913814,0.0006272846,0.0006595586,0.00005608397,0.0001775422,0.002297701,0.9946021,0.00004972642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003034254,0.001608614,0.0000633285,0.9020544,0.09344368,0.00001249955,0.00008695944,0.00002714763,0.002400088],"genre_scores_gemma":[0.001534444,0.0005362887,0.00005557082,0.9638559,0.02437446,0.00002601215,0.00002812078,0.00001567179,0.009573651],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9784111,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125677842888775,"score_gpt":0.4606873645181124,"score_spread":0.3481195802292349,"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."}}