{"id":"W2108441539","doi":"10.1136/hrt.2011.226076","title":"Cardiac sarcoidosis: applications of imaging in diagnosis and directing treatment","year":2011,"lang":"en","type":"review","venue":"Heart","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; European Respiratory Society","keywords":"Disturbance (geology); Ecosystem; Ecology; Intermediate Disturbance Hypothesis; Niche; Replicate; Diversity (politics); Interpretability; Environmental resource management; Biological system; Environmental science; Computer science; Artificial intelligence; Biology; Statistics; Mathematics; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003285446,0.000243601,0.001619915,0.0003803435,0.00004649182,0.00001351448,0.00005983002,0.0001222996,0.00005555338],"category_scores_gemma":[0.000070216,0.000182934,0.0003832621,0.0004132761,0.00008514638,0.00003199488,0.00006308404,0.0002176751,0.00003004769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614027,"about_ca_system_score_gemma":0.0001900745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008718311,"about_ca_topic_score_gemma":0.00002371489,"domain_scores_codex":[0.9985548,0.0001369914,0.0004797284,0.0003834553,0.0001632804,0.0002817471],"domain_scores_gemma":[0.9989125,0.0004082009,0.0001027171,0.0003926381,0.00005004356,0.0001339237],"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":[0.000003296515,0.0002409899,0.05717793,0.004879635,0.00007229465,0.000003513454,0.00008188694,2.641891e-9,0.000009171793,0.00001710612,0.0001267056,0.9373875],"study_design_scores_gemma":[0.0001940726,0.00007960424,0.003835991,0.007741307,0.000568567,0.00003396668,0.00004223438,7.125672e-7,0.00007612462,0.000004587726,0.9872856,0.0001372024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005180298,0.9962645,9.850896e-7,0.00007509225,0.00003052286,0.001666995,0.0000370514,0.00002150729,0.001385312],"genre_scores_gemma":[0.0008878335,0.9961533,0.0002409999,0.00001751296,0.0001319501,0.002293137,0.00002813972,0.00004162065,0.0002054872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871589,"threshold_uncertainty_score":0.7459831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170478365478171,"score_gpt":0.4153958129767706,"score_spread":0.2983479764289535,"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."}}