{"id":"W2343036157","doi":"10.1111/ene.13028","title":"Accuracy of transcranial brain parenchyma sonography in the diagnosis of dementia with Lewy bodies","year":2016,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research","keywords":"Dementia with Lewy bodies; Medicine; Echogenicity; REM sleep behavior disorder; Dementia; Parkinson's disease; Mini–Mental State Examination; Rapid eye movement sleep; Internal medicine; Pathology; Audiology; Disease; Radiology; Ophthalmology; Ultrasound; Eye movement","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004620847,0.0001190848,0.0003254783,0.0002046758,0.00002167293,0.000003552903,0.0001873885,0.00001790182,0.00006517146],"category_scores_gemma":[0.0001244038,0.00005583144,0.0001604921,0.0001139015,0.0001385795,0.00006956181,0.00001503226,0.000126002,0.000002700926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003076016,"about_ca_system_score_gemma":0.00004303142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004460062,"about_ca_topic_score_gemma":0.000009656059,"domain_scores_codex":[0.998449,0.0006068304,0.0004465886,0.0001193773,0.0002148277,0.0001633627],"domain_scores_gemma":[0.9988707,0.0003724758,0.0004294371,0.0001728294,0.00008449033,0.00007006343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004908918,0.00143778,0.9326823,0.00006025963,0.0007360869,0.004898995,0.00151693,0.000006369181,0.01159299,0.000158926,0.001199611,0.04080078],"study_design_scores_gemma":[0.006969215,0.008121648,0.9713255,0.0001447844,0.0003839044,0.0004769437,0.0000543671,0.000001105631,0.001861386,0.0001301075,0.01047077,0.0000603213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911269,0.0009204501,0.0002722557,0.007024796,0.00007334411,0.0001285456,0.00001498795,0.000003318451,0.0004354061],"genre_scores_gemma":[0.9983408,0.0006309605,0.000168162,0.0007759309,0.00006107491,0.000002514623,7.097526e-7,0.0000157525,0.000004136685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04074046,"threshold_uncertainty_score":0.227674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263835442803655,"score_gpt":0.2557162705982585,"score_spread":0.233077916170222,"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."}}