{"id":"W4283214950","doi":"10.1148/radiol.203756","title":"Case 303: Delayed Posthypoxic Leukoencephalopathy","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); Emergency department; Past medical history; Anesthesia; Medical history; Level of consciousness; Delirium; Respiratory failure; 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":[0.0003850048,0.0001753078,0.0003726554,0.000164809,0.000557367,0.00000821807,0.0001151422,0.00008665014,0.002951151],"category_scores_gemma":[0.00007439555,0.000169965,0.0001430322,0.0003422383,0.0001623353,0.00004974851,0.0001282148,0.0004747061,0.00009565568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614334,"about_ca_system_score_gemma":0.0001583959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004563305,"about_ca_topic_score_gemma":0.0000270599,"domain_scores_codex":[0.9984112,0.0002183362,0.0003004124,0.0003847827,0.0001873091,0.0004978954],"domain_scores_gemma":[0.9992349,0.00009137193,0.00008252983,0.0003694407,0.0000562863,0.000165529],"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":[0.002730315,0.001509332,0.1127817,0.0002241783,0.0008011934,0.6122524,0.01351209,0.002200342,0.03321065,0.03683831,0.1009357,0.08300374],"study_design_scores_gemma":[0.001864635,0.003359278,0.005017841,0.00000582726,0.0001118383,0.9257435,0.001748687,0.000747957,0.0001789038,0.0008416075,0.06006704,0.0003128838],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854501,0.0009080623,0.0003014242,0.0007533056,0.00107615,0.0002932031,0.00004494271,0.0001827853,0.01099002],"genre_scores_gemma":[0.9951061,0.00008687744,0.000432709,0.002787597,0.0003242987,0.000140498,0.00006410482,0.0000297908,0.001028012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3134911,"threshold_uncertainty_score":0.9979603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411091368354853,"score_gpt":0.2464467588046631,"score_spread":0.2323358451211145,"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."}}