{"id":"W2014776231","doi":"10.1177/197140091202500612","title":"Pediatric Inflammatory Diseases","year":2012,"lang":"en","type":"article","venue":"The Neuroradiology Journal","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Differential diagnosis; White matter; Pathology; Meningoencephalitis; Neurosarcoidosis; Multiple sclerosis; Vasculitis; Etiology; Hyperintensity; Basal ganglia; Disease; Magnetic resonance imaging; Sarcoidosis; Central nervous system; Radiology; Immunology; Internal medicine","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":[0.0005601206,0.000100891,0.0001976676,0.0001226666,0.000255863,0.00002045696,0.0001826643,0.00006149467,0.0002918006],"category_scores_gemma":[0.0003151693,0.00005427225,0.0001372474,0.0001532273,0.0001472955,0.0001057412,0.00005740539,0.0007158111,0.0002131162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002908055,"about_ca_system_score_gemma":0.0001061116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.301024e-7,"about_ca_topic_score_gemma":1.272454e-7,"domain_scores_codex":[0.9986719,0.0003010898,0.0002099747,0.000087225,0.0002457462,0.0004840371],"domain_scores_gemma":[0.9990093,0.0002485514,0.00008043116,0.000221387,0.00006235756,0.0003780141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008947683,0.0001165166,0.9777851,0.00001171576,0.0000321245,0.00005731883,0.00009270366,0.000001952003,0.003399914,0.00008975733,0.01738775,0.0009356687],"study_design_scores_gemma":[0.0005051098,0.0001764538,0.9827779,0.000003921321,0.000143636,0.008036311,0.00003128476,0.00001411912,0.0001478812,0.00009476384,0.008008989,0.00005961169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903306,0.004441253,0.00001721311,0.003792064,0.0006051844,0.0001094538,0.000001816375,0.0000261757,0.0006762264],"genre_scores_gemma":[0.992085,0.00114179,0.00002169172,0.001435536,0.004979535,0.000005099985,0.000001186423,0.00001635168,0.0003138246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009378761,"threshold_uncertainty_score":0.3195012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006830101964019,"score_gpt":0.3069447508412965,"score_spread":0.2768764498216563,"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."}}