{"id":"W2018826509","doi":"10.1148/radiol.2542081660","title":"Case 154: Pharyngeal and Retropharyngeal Tuberculosis with Nodal Disease","year":2010,"lang":"en","type":"article","venue":"Radiology","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Tuberculosis; Head and neck; Neuroradiology; Surgery; Pathology; Neurology","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":[0.00008663644,0.0002091575,0.0003525846,0.0001082958,0.000161337,0.00001660237,0.00004324895,0.0001275729,0.0005864299],"category_scores_gemma":[0.0000688781,0.0001544619,0.00009417709,0.0001199838,0.0002985977,0.0001047182,0.00003566925,0.0003946289,0.00003501983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003079687,"about_ca_system_score_gemma":0.0001047534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761709,"about_ca_topic_score_gemma":0.0001097053,"domain_scores_codex":[0.9989017,0.00004767593,0.0001679788,0.0004076277,0.0001111073,0.0003638953],"domain_scores_gemma":[0.9988408,0.00007213734,0.00004360716,0.0003432691,0.00007649699,0.0006236607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001906324,0.0004608105,0.9392175,0.0002102605,0.0004406562,0.04102992,0.0001628332,0.000003362743,0.005006467,0.002404512,0.002703287,0.006454058],"study_design_scores_gemma":[0.006236094,0.002067821,0.7762701,0.00003500134,0.001810358,0.2062446,0.00007765062,0.001388886,0.0002562701,0.00032255,0.004709874,0.0005807517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954373,0.0003405302,0.00002882783,0.00145137,0.0002769992,0.0003123086,0.00005202938,0.0001060909,0.001994586],"genre_scores_gemma":[0.9973735,0.0000855563,0.000333631,0.001312566,0.0006144536,0.00004076404,0.00005029309,0.00003544118,0.0001537956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652147,"threshold_uncertainty_score":0.6420996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005881251608551653,"score_gpt":0.2335424532209017,"score_spread":0.22766120161235,"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."}}