{"id":"W4410948986","doi":"10.1016/j.jcmg.2025.02.010","title":"Global Practices in Cardiac Imaging for Cardiac Sarcoidosis","year":2025,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cardiac sarcoidosis; Medicine; Cardiac imaging; Cardiology; Internal medicine; Sarcoidosis","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":[0.04531735,0.0004609742,0.0003907093,0.002034331,0.002233306,0.00309598,0.00142349,0.003545777,0.005011297],"category_scores_gemma":[0.06274185,0.0003694744,0.0005816286,0.001887437,0.006597665,0.00305417,0.008197376,0.0031183,0.0007523808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00427661,"about_ca_system_score_gemma":0.01019469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456924,"about_ca_topic_score_gemma":0.002973552,"domain_scores_codex":[0.9445884,0.04264326,0.003182448,0.001792624,0.005075045,0.002718301],"domain_scores_gemma":[0.9113395,0.04480009,0.01380531,0.004119014,0.01392996,0.0120061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003169357,0.0004213606,0.266565,0.007554866,0.0001928112,0.004506301,0.2536589,0.001452369,0.005530481,0.0187944,0.06116128,0.3798454],"study_design_scores_gemma":[0.0002526808,0.001217917,0.3308995,0.01369393,0.0001504805,0.009171435,0.2917645,0.001878156,0.001738887,0.0345715,0.3142519,0.0004090539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3887908,0.03559689,0.0152127,0.4716723,0.001894352,0.00203302,0.0004468312,0.0004362974,0.08391687],"genre_scores_gemma":[0.9463304,0.008567885,0.01112044,0.03097772,0.0004396245,0.0004738118,0.0002010374,0.00007880747,0.001810121],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04531735,"threshold_uncertainty_score":0.2396639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615894407310925,"score_gpt":0.3550838652959457,"score_spread":0.3289249212228364,"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."}}