{"id":"W2563190839","doi":"10.1212/wnl.86.16_supplement.p1.318","title":"Measuring Neurocognitive Function Associated with White Matter Hyperintensities (WMH) in HIV Positive Patients: Method and Study Design (P1.318)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Neurocognitive; Hyperintensity; Medicine; White matter; Human immunodeficiency virus (HIV); Internal medicine; Audiology; Psychology; Cardiology; Cognition; Psychiatry; Magnetic resonance imaging; Radiology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002721124,0.0005858897,0.0003152021,0.0008011741,0.0006877804,0.0004814562,0.0005468,0.0004979688,0.00342321],"category_scores_gemma":[0.002557886,0.0003637874,0.0002944225,0.0007468918,0.0003910614,0.0004320098,0.0008223872,0.000360877,0.000730422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934277,"about_ca_system_score_gemma":0.0007446649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009046463,"about_ca_topic_score_gemma":0.001712946,"domain_scores_codex":[0.9990502,0.0004856726,0.00009592663,0.0001848897,0.0001048918,0.00007846885],"domain_scores_gemma":[0.9990168,0.0002270571,0.0003714116,0.00009870943,0.0001511432,0.0001349279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002053288,0.0009527173,0.9885634,0.00005906297,0.00005405155,0.0001339193,0.0001948157,0.0000570038,0.0009145655,0.00003059664,0.0001505182,0.006836051],"study_design_scores_gemma":[0.0007502433,0.01112107,0.9850507,0.00003155715,0.00006235274,0.0007881061,0.0003717616,0.0002567596,0.0005672803,0.00007946634,0.0009079086,0.00001269424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9961469,0.0001924479,0.000521351,0.00002925355,0.000007967992,0.001922402,0.0004811374,0.000005221043,0.000693249],"genre_scores_gemma":[0.9898217,0.0001492857,0.002850829,0.0001505689,0.00003551558,0.005625753,0.0006115559,0.000005573741,0.0007492476],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00342321,"threshold_uncertainty_score":0.01439089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369399396826526,"score_gpt":0.2307264139108091,"score_spread":0.2070324199425438,"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."}}