{"id":"W4313613086","doi":"10.1253/circj.cj-22-0671","title":"Diagnosis and Treatment of Cardiac Sarcoidosis","year":2023,"lang":"en","type":"article","venue":"Circulation Journal","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Sarcoidosis; Cardiac sarcoidosis; Immunosuppression; Heart failure; Cardiology; Implantable cardioverter-defibrillator; Internal medicine; Adverse effect; Intensive care medicine; Conduction abnormalities","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":[0.0002296645,0.00006889155,0.0002254156,0.0002404007,0.00009602898,0.0000239062,0.00002289789,0.00004588295,0.0001311577],"category_scores_gemma":[0.00007492463,0.00005280015,0.0001364914,0.0003329875,0.0000472901,0.00005827982,0.00001028155,0.00006590965,0.00002670214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007203466,"about_ca_system_score_gemma":0.00006043153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001326211,"about_ca_topic_score_gemma":7.165397e-7,"domain_scores_codex":[0.9991949,0.00004978156,0.0002055831,0.0001023959,0.0002929393,0.0001543979],"domain_scores_gemma":[0.9994565,0.0001022392,0.0000608413,0.0001056524,0.0001166823,0.0001580607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002382542,0.00009286582,0.8122516,0.00001989495,0.000109809,0.00001238869,0.0003049185,0.00001789597,0.01865364,0.00002777286,0.0004546785,0.1680308],"study_design_scores_gemma":[0.0005869574,0.0002195622,0.9878678,0.00004855755,0.00007918733,0.00007159939,0.0001435608,0.0004098433,0.006709911,0.00008622342,0.003728846,0.00004790386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964356,0.0014115,0.00001030998,0.001546066,0.00009354389,0.0001522934,0.000006436717,0.00001930448,0.0003248928],"genre_scores_gemma":[0.9916425,0.007808328,0.00008514967,0.00001940367,0.0002494991,0.00001533554,0.000009029048,0.00001041197,0.0001602861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756163,"threshold_uncertainty_score":0.2153128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08700430017508921,"score_gpt":0.3533856330169498,"score_spread":0.2663813328418606,"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."}}