{"id":"W2043482717","doi":"10.1378/chest.11-1050","title":"Reversed Halo Sign","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Halo sign; Medicine; Paracoccidioidomycosis; Zygomycosis; Histoplasmosis; Cryptogenic Organizing Pneumonia; Granulomatosis with polyangiitis; Aspergillosis; Cryptococcosis; Sarcoidosis; Radiology; High-resolution computed tomography; Pneumonia; Lung; Pathology; Dermatology; Vasculitis; Computed tomography; Internal medicine; Amphotericin B; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004641183,0.00008230167,0.0001722003,0.0001052302,0.0001089117,0.00002782965,0.0001108829,0.00006974448,0.004003248],"category_scores_gemma":[0.0001533931,0.00005947645,0.0001251682,0.0001356028,0.0000694755,0.00008582706,0.00002561337,0.0004830845,0.0003765376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005677602,"about_ca_system_score_gemma":0.0001409236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341901,"about_ca_topic_score_gemma":0.000001520593,"domain_scores_codex":[0.9990737,0.00003808875,0.0001864086,0.0001078303,0.000320676,0.0002733392],"domain_scores_gemma":[0.9993018,0.00002746775,0.00005374576,0.0001628131,0.000135102,0.0003190686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001549333,0.002284528,0.3934821,0.0003768541,0.000537047,0.004245129,0.00497378,5.639804e-7,0.368223,0.0005741601,0.1178074,0.1059461],"study_design_scores_gemma":[0.00360843,0.001099305,0.7779943,0.0002737345,0.0001457736,0.005393599,0.0008303074,0.00005521307,0.1392369,0.0009174704,0.0701615,0.000283496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131752,0.0004434088,0.0005106768,0.001564507,0.0002635847,0.0001386791,0.000001261087,0.00003484103,0.0838679],"genre_scores_gemma":[0.9913536,0.000206392,0.003734834,0.0004300306,0.0005546309,0.000002150931,0.000001022782,0.00001618417,0.003701165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3845122,"threshold_uncertainty_score":0.9969072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1502370735957081,"score_gpt":0.321619629727537,"score_spread":0.1713825561318289,"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."}}