{"id":"W2132934338","doi":"10.1259/bjr/46361210","title":"Reversed halo sign in lymphomatoid granulomatosis","year":2007,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Lymphomatoid granulomatosis; Halo sign; Medicine; Sarcoidosis; Sign (mathematics); Pathology; Lung; Paracoccidioidomycosis; Pneumonia; Radiology; Dermatology; Lymphoma; 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":[0.001065636,0.00009474662,0.0005633456,0.0002615013,0.00003580579,0.00001157223,0.0001146319,0.000149893,0.0001510953],"category_scores_gemma":[0.0002633516,0.00009980384,0.0001590497,0.0002011362,0.0001218128,0.0000812689,0.00001273402,0.0002585448,0.000009271681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007736354,"about_ca_system_score_gemma":0.0001114845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119207,"about_ca_topic_score_gemma":0.00008643739,"domain_scores_codex":[0.9986783,0.00007802884,0.0006427607,0.0001235558,0.0001717382,0.0003055783],"domain_scores_gemma":[0.9993162,0.0001276313,0.0002024932,0.00009643561,0.0001010542,0.0001561535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001209863,0.001170122,0.5558635,0.0001802359,0.0003499439,0.07908008,0.0007948156,0.00001480004,0.01065192,0.0007284048,0.1042753,0.245681],"study_design_scores_gemma":[0.004769077,0.0004988671,0.5869141,0.0003441687,0.00003486418,0.4015942,0.0003402197,0.000007097839,0.0002084484,0.0007563453,0.004424471,0.0001081589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985879,0.00935764,0.0003724921,0.0006466292,0.0003137172,0.0001021075,0.000002241218,0.0000106692,0.003315492],"genre_scores_gemma":[0.9950867,0.002523527,0.001302197,0.0007201189,0.0001369949,8.315689e-7,0.00000306482,0.000015376,0.0002112343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3225141,"threshold_uncertainty_score":0.4069882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008496513976542842,"score_gpt":0.2464785730856647,"score_spread":0.2379820591091218,"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."}}