{"id":"W4409846622","doi":"10.1016/j.hrthm.2025.04.051","title":"Validating Heart Rhythm Society diagnostic criteria for cardiac sarcoidosis","year":2025,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Sykehuset i Vestfold","keywords":"Medicine; Heart Rhythm; Cardiac sarcoidosis; Rhythm; Cardiology; Sarcoidosis; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01126181,0.0007111513,0.0009266531,0.003015954,0.0008319894,0.001725857,0.001207967,0.001380756,0.001711412],"category_scores_gemma":[0.01866398,0.0003547105,0.001019822,0.0006844805,0.0007868123,0.001070294,0.001116524,0.0009141445,0.0008232084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009109575,"about_ca_system_score_gemma":0.0015884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593775,"about_ca_topic_score_gemma":0.008275447,"domain_scores_codex":[0.9933703,0.002220759,0.001573931,0.0007138438,0.001495906,0.0006253583],"domain_scores_gemma":[0.9848573,0.004795814,0.002514397,0.001049837,0.006008707,0.0007738557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003397022,0.0002591618,0.9807252,0.00009133972,0.0001396371,0.0003241565,0.0002769843,0.0003135795,0.003258123,0.00030896,0.002484309,0.01147902],"study_design_scores_gemma":[0.0001675795,0.000819057,0.9769992,0.0002359147,0.0002784427,0.00257347,0.001023963,0.004607179,0.006011704,0.0005131737,0.006740541,0.00002972608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971657,0.002217632,0.005549647,0.001034308,0.0003799031,0.0006767921,0.001341027,0.0001329525,0.01701081],"genre_scores_gemma":[0.9866106,0.0004743839,0.007966369,0.0006614576,0.0001424192,0.0002294752,0.002441063,0.0000461599,0.001428109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126181,"threshold_uncertainty_score":0.05955893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503283312097591,"score_gpt":0.3740774987528356,"score_spread":0.3290446656318597,"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."}}