{"id":"W1847115864","doi":"10.5665/sleep.4726","title":"Virchow-Robin Spaces: Correlations with Polysomnography-Derived Sleep Parameters","year":2015,"lang":"en","type":"article","venue":"SLEEP","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Polysomnography; Magnetic resonance imaging; Medicine; Basal ganglia; Sleep (system call); Internal medicine; Cardiology; Perivascular space; Anesthesia; Pathology; Radiology; Apnea","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001163111,0.0002282822,0.0002134128,0.000187427,0.0002077582,0.0001367422,0.000305512,0.00007599173,0.00006950412],"category_scores_gemma":[0.0001898996,0.0001889883,0.00009867986,0.00072961,0.0002692087,0.0003364502,0.0000692652,0.0002352526,0.0004346131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000567327,"about_ca_system_score_gemma":0.00005035955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000122346,"about_ca_topic_score_gemma":0.00004896409,"domain_scores_codex":[0.9983045,0.00009290016,0.0002054613,0.0004990395,0.0004532601,0.0004448141],"domain_scores_gemma":[0.9989974,0.00009116097,0.00009559748,0.0004147894,0.00005747246,0.0003436132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001825933,0.001658112,0.07285713,0.00008392762,0.0001766526,0.0004580347,0.01219251,0.02938278,0.7935492,0.06523448,0.0114601,0.01112112],"study_design_scores_gemma":[0.02283957,0.008666595,0.03994408,0.0003780565,0.000851611,0.001108202,0.005444038,0.1095987,0.7048749,0.01663597,0.08368447,0.005973794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807469,0.0001043088,0.003461804,0.000800845,0.0005987703,0.0003366673,0.00001852812,0.0002516875,0.01368052],"genre_scores_gemma":[0.9973117,0.00001025937,0.0009292942,0.001173062,0.00007282837,0.00003006405,0.000006067452,0.00003531954,0.0004314604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08867428,"threshold_uncertainty_score":0.7706718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03659991252750183,"score_gpt":0.2533285544733152,"score_spread":0.2167286419458134,"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."}}