{"id":"W4303986128","doi":"10.1177/19418744211045862","title":"Opioid-Associated Amnestic Syndrome Progressing to Diffuse Leukoencephalopathy","year":2022,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Leukoencephalopathy; Opioid; Neuroscience; Pathology; Anesthesia; Internal medicine; Magnetic resonance imaging; Radiology","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":[0.0004287553,0.0002644797,0.0003668931,0.0001244385,0.001238201,0.0001012252,0.0003861319,0.00004255111,0.0002883462],"category_scores_gemma":[0.0003423664,0.0002061472,0.0001612468,0.0009258047,0.0001831797,0.00009344498,0.0003896941,0.0005358604,0.00009022519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917043,"about_ca_system_score_gemma":0.0001208317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003776727,"about_ca_topic_score_gemma":0.00001349503,"domain_scores_codex":[0.9976207,0.0002036326,0.0003600589,0.0004627579,0.0007280783,0.0006247947],"domain_scores_gemma":[0.9988211,0.0001075645,0.0001377807,0.0006115715,0.00008964503,0.0002323431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001952657,0.01312836,0.7075759,0.0008618765,0.0008526901,0.0445842,0.05635934,0.004422872,0.01554418,0.01359148,0.0730975,0.06802894],"study_design_scores_gemma":[0.003564271,0.007447718,0.9429942,0.0002529665,0.0003897784,0.007014103,0.002128033,0.0009401405,0.0002762655,0.001638553,0.03235597,0.000997997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914373,0.0002779074,0.00003124059,0.003487916,0.001270615,0.0008896435,0.00004505431,0.000333199,0.002227171],"genre_scores_gemma":[0.9933571,0.00002380171,0.00006191786,0.004634109,0.0001252913,0.0003962261,0.00003909506,0.00006748036,0.001295031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354183,"threshold_uncertainty_score":0.9523364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033676883850304,"score_gpt":0.2410366696352626,"score_spread":0.2306999007967596,"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."}}