{"id":"W4385830381","doi":"10.7326/aimcc.2022.1351","title":"Systemic Lupus Erythematosus: Initial Manifestation as Cardiac Tamponade?","year":2023,"lang":"en","type":"article","venue":"Annals of Internal Medicine Clinical Cases","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cardiac tamponade; Medicine; Tamponade; Cardiology; Systemic lupus erythematosus; Lupus erythematosus; Internal medicine; Dermatology; Immunology; Disease; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001735104,0.0002771004,0.001416167,0.0002902134,0.00005297038,0.00001180657,0.0001896657,0.0002020065,0.0003373995],"category_scores_gemma":[0.006684222,0.0002092499,0.0007829015,0.0004281554,0.0004730288,0.0001068009,0.0001088142,0.00043122,0.000400415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002355488,"about_ca_system_score_gemma":0.0001679886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00042298,"about_ca_topic_score_gemma":0.000003615545,"domain_scores_codex":[0.9963523,0.0003136997,0.001569372,0.0004620988,0.0008779182,0.0004246392],"domain_scores_gemma":[0.9957265,0.002309321,0.0004451929,0.0004876843,0.0005537841,0.0004775065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003542431,0.0004137103,0.3024485,0.001140966,0.001613623,0.01484361,0.0009439365,0.000008243504,0.00251911,0.001795712,0.6143495,0.05638054],"study_design_scores_gemma":[0.01665827,0.0332916,0.5073207,0.02444577,0.002756587,0.08358574,0.01895672,0.0002939485,0.01189156,0.004200564,0.2946604,0.001938223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776013,0.002036272,0.00003459219,0.004415037,0.003781371,0.0003894304,0.00009666177,0.0001647011,0.01148056],"genre_scores_gemma":[0.9872,0.004151258,0.00002286921,0.003700258,0.003280484,0.00004166831,0.0001248023,0.00004585192,0.001432771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196892,"threshold_uncertainty_score":0.8532965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494612673442394,"score_gpt":0.4650694927028841,"score_spread":0.3156082253586446,"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."}}