{"id":"W4248518145","doi":"10.1148/cases.20201295","title":"Idiopathic Orbital Inflammation","year":2020,"lang":"en","type":"standard","venue":"","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Inflammation; Medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001112184,0.0003266429,0.0006579711,0.0001513145,0.0000752543,0.00004265388,0.0001019417,0.0005175993,0.002113851],"category_scores_gemma":[0.0003164911,0.0002648743,0.0002964629,0.0001728443,0.00006615121,0.0001130166,0.00005695588,0.0007180678,0.001692333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245814,"about_ca_system_score_gemma":0.0008961068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009948596,"about_ca_topic_score_gemma":0.000003021039,"domain_scores_codex":[0.9982141,0.00003777592,0.0005449207,0.000365493,0.0005850579,0.0002526133],"domain_scores_gemma":[0.998973,0.00001791479,0.0001757203,0.0003145864,0.0002005527,0.0003181852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006200195,0.00004971855,0.0002981047,0.003079693,0.0003977945,0.001850762,0.0002757904,0.00000283842,0.0007403046,0.00254313,0.976558,0.0135839],"study_design_scores_gemma":[0.001477703,0.000432911,0.0004883805,0.001572691,0.0006981314,0.0001144718,0.0001227147,0.0001101524,0.001273699,0.0002552132,0.9930015,0.0004524745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0141861,0.01036592,0.0002453161,0.008172669,0.003304264,0.001623351,0.0005358715,0.00143941,0.9601271],"genre_scores_gemma":[0.678182,0.004507786,0.00079524,0.005895125,0.03490572,0.0002096246,0.01298632,0.0007189932,0.2617992],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6983279,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325462080325134,"score_gpt":0.2538857592178834,"score_spread":0.240631138414632,"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."}}