{"id":"W4251868028","doi":"10.1067/mva.2002.121207","title":"Reply","year":2002,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; University Health Network; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Certification; Suspect; Specialty; Board certification; Vascular surgery; General surgery; Surgery; Family medicine; Medical education; Residency training; Management; Continuing education; Cardiac surgery","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":[0.002990189,0.0007956715,0.001142779,0.001073108,0.003468552,0.004871216,0.0021253,0.04012457,0.02113941],"category_scores_gemma":[0.0304004,0.0007543428,0.001423712,0.0008370681,0.002028161,0.003646936,0.002834304,0.03215104,0.01360191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039368,"about_ca_system_score_gemma":0.003646041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004825035,"about_ca_topic_score_gemma":0.005921684,"domain_scores_codex":[0.9974419,0.0005148923,0.0003512766,0.0004721882,0.0006758622,0.0005438869],"domain_scores_gemma":[0.9888447,0.004740919,0.0008706634,0.0004203517,0.003310256,0.001813042],"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":[0.00003234573,0.000009672667,0.000404237,0.00004350764,0.00001580834,0.0003788792,0.0000999382,0.00001379069,0.00007860805,0.0007932778,0.9956151,0.002514779],"study_design_scores_gemma":[0.00006818925,0.00002925637,0.0017065,0.0001775893,0.00004795449,0.0008708515,0.0007501208,0.00005922555,0.0001888763,0.001932031,0.994117,0.00005236759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003696059,0.001829875,0.0000693585,0.9101732,0.08506153,0.00001458413,0.00008313952,0.00002714088,0.002371636],"genre_scores_gemma":[0.001669116,0.0006126338,0.00005958547,0.9613121,0.02625124,0.00002814688,0.00002734174,0.00001407298,0.01002576],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04012457,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862981312183287,"score_gpt":0.2524548074362301,"score_spread":0.2238249943143972,"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."}}