{"id":"W4403869500","doi":"10.1148/radiol.240620","title":"Case 334","year":2024,"lang":"en","type":"article","venue":"Radiology","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Chills; Lethargy; Diplopia; Neurological examination; Retching; Physical examination; Surgery; Neck pain; Lumbar puncture; Past medical history; Drooling; Emergency department; Medical history; Nausea; Cerebrospinal fluid; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00003997821,0.00004739176,0.00009891941,0.00005386216,0.00002600056,0.000005838364,0.00001048793,0.00005114041,0.0009736238],"category_scores_gemma":[0.00002025902,0.00003596729,0.00007348752,0.00007233958,0.00003155752,0.00001379637,0.000007074503,0.0000806213,0.0004183809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003135626,"about_ca_system_score_gemma":0.00003699059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003352685,"about_ca_topic_score_gemma":0.000003337504,"domain_scores_codex":[0.999666,0.00001574458,0.00006212033,0.0001186012,0.00002320491,0.0001142641],"domain_scores_gemma":[0.9997833,0.0000408297,0.000003947591,0.000097069,0.00001137878,0.00006342484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001716401,0.0003072151,0.06446388,0.0009025728,0.001293777,0.432207,0.0007651605,0.00002074811,0.003920678,0.09126593,0.3169096,0.0877718],"study_design_scores_gemma":[0.0006801223,0.0006628218,0.008385232,0.00005198784,0.0004250997,0.7091919,0.00006397369,0.003202141,0.0002473353,0.001619007,0.2752942,0.0001761467],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666373,0.002765666,0.0001399088,0.001260002,0.0005560961,0.0000822278,0.000006316771,0.0001665793,0.02838589],"genre_scores_gemma":[0.9977455,0.00007235776,0.00004669587,0.0007730557,0.0004287526,0.000009236385,0.00000885169,0.000009608792,0.000906006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2769848,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276789987024889,"score_gpt":0.2877762405360137,"score_spread":0.2750083406657648,"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."}}