{"id":"W4213417898","doi":"10.1148/radiol.203755","title":"Case 303","year":2022,"lang":"en","type":"article","venue":"Radiology","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Context (archaeology); Past medical history; Emergency department; Medical history; Delirium; Level of consciousness; Anesthesia; Pediatrics; Surgery; Intensive care medicine; Psychiatry","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":[0.0001492033,0.00005177431,0.0001387419,0.0000502664,0.0002155984,0.000001770352,0.00003089612,0.00002786719,0.003047019],"category_scores_gemma":[0.00002926373,0.00004849179,0.0000474878,0.0001048484,0.00005443464,0.00001152852,0.00004399737,0.0001840208,0.00004199405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007582405,"about_ca_system_score_gemma":0.00003967525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528633,"about_ca_topic_score_gemma":0.000005840397,"domain_scores_codex":[0.9994695,0.00007123603,0.00009447425,0.0001308799,0.00005741753,0.0001765291],"domain_scores_gemma":[0.9997367,0.00003341102,0.00002141158,0.000142289,0.00001406322,0.00005207014],"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":[0.0005908701,0.0006248872,0.1666064,0.0001484697,0.0003119581,0.4335156,0.007347171,0.0009215852,0.009014724,0.07552602,0.2157003,0.08969194],"study_design_scores_gemma":[0.0007217556,0.0009000706,0.002887164,0.000001513396,0.00002936371,0.7904682,0.0006399638,0.0002252373,0.00005801796,0.0005885316,0.2033915,0.0000886413],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720786,0.0002952984,0.0001223008,0.0006736812,0.0006397794,0.000102048,0.000009235318,0.0000716285,0.02600746],"genre_scores_gemma":[0.9963903,0.00002182854,0.0001756256,0.001720009,0.0001945064,0.00004754872,0.00001336042,0.00000817723,0.001428606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569526,"threshold_uncertainty_score":0.9978643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558348329563758,"score_gpt":0.252520357691038,"score_spread":0.2369368743954005,"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."}}