{"id":"W4293247441","doi":"10.1161/circ.144.suppl_1.13880","title":"Abstract 13880: Autoimmune Connective Tissue Diseases and Cardiac Surgery","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Internal medicine; Vasculitis; Rheumatoid arthritis; Perioperative; Surgery; Systemic vasculitis; Gastroenterology; Disease","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":[0.0007394116,0.0004012809,0.0004936172,0.000993025,0.0003407576,0.0007885912,0.0003599341,0.0005376127,0.01321907],"category_scores_gemma":[0.001473866,0.0001043543,0.0003127136,0.001678659,0.0004095317,0.0005471071,0.000544005,0.0006329269,0.00150334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149773,"about_ca_system_score_gemma":0.0007199932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009818134,"about_ca_topic_score_gemma":0.0007677184,"domain_scores_codex":[0.9994093,0.0002073798,0.00006783222,0.00008417972,0.000148769,0.00008250194],"domain_scores_gemma":[0.9973643,0.0008608232,0.001160225,0.00004463114,0.0001954797,0.000374574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003589827,0.0001234387,0.9687909,0.0006518293,0.0001305965,0.001773088,0.0001030314,0.00007231859,0.0006676667,0.000190478,0.003496912,0.0236408],"study_design_scores_gemma":[0.00002286312,0.0002463168,0.98426,0.0002665047,0.0001017168,0.009570675,0.0001950696,0.0001173241,0.0001056756,0.0001741217,0.004932562,0.000007200377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972494,0.0848856,0.0006717219,0.003499263,0.0005046905,0.00007636411,0.003051293,0.0000410867,0.01002067],"genre_scores_gemma":[0.9664525,0.02074564,0.0009899846,0.0007095723,0.003637271,0.00007821086,0.003081279,0.00001188582,0.004293513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321907,"threshold_uncertainty_score":0.04422218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869283239801384,"score_gpt":0.3025462094319726,"score_spread":0.2738533770339588,"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."}}