{"id":"W4389373847","doi":"10.1212/wnl.98.18_supplement.2024","title":"The Effect of Sleep Disordered Breathing on Cognitive Function in Patients with Normal Pressure Hydrocephalus (P3-7.005)","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep disordered breathing; Medicine; Hydrocephalus; Normal pressure hydrocephalus; Breathing; Cognition; Internal medicine; Audiology; Cardiology; Anesthesia; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003120634,0.0002653122,0.0002622238,0.0003421049,0.0003010899,0.0004801807,0.0002028852,0.0004075591,0.001500676],"category_scores_gemma":[0.001346891,0.0001011305,0.0005898701,0.0003528905,0.0002842268,0.0003074527,0.0002984842,0.00049803,0.0001633098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562067,"about_ca_system_score_gemma":0.0002674341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004477436,"about_ca_topic_score_gemma":0.006492946,"domain_scores_codex":[0.9998399,0.00004475843,0.00001948638,0.00002496281,0.0000316655,0.00003924614],"domain_scores_gemma":[0.9991437,0.0002503104,0.0002148406,0.00002677331,0.00006338333,0.0003009899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003140845,0.0002072083,0.9899572,0.00002396653,0.0002710283,0.000381884,0.00009716226,0.00007273391,0.000754503,0.00002351953,0.0001474695,0.004922451],"study_design_scores_gemma":[0.00001875845,0.000336455,0.9992633,0.00000300765,0.00004252534,0.0001268658,0.00005863372,0.00005876674,0.00003329262,0.00001419373,0.00004207446,0.000002133604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989647,0.000232545,0.00001208737,0.0000397676,0.00001181219,0.000001932458,0.00007045781,0.000001238645,0.0006655629],"genre_scores_gemma":[0.999707,0.00005333188,0.00001259702,0.00001726144,0.000009875846,0.000001274081,0.00009415554,6.126116e-7,0.0001038254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004477436,"threshold_uncertainty_score":0.008902788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004653958602327696,"score_gpt":0.2052560067705236,"score_spread":0.2006020481681959,"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."}}