{"id":"W2119171651","doi":"10.3389/fneur.2012.00087","title":"Sleep Apnea Syndrome and Cognition","year":2012,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep apnea; Cognition; Sleep (system call); Medicine; Neuroscience; Apnea; Physical medicine and rehabilitation; Psychology; Psychiatry; Cardiology; Computer science","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":[0.0001837914,0.00009244424,0.0002257648,0.0002715936,0.000029352,0.000004311916,0.00004796531,0.0001268922,0.00006207028],"category_scores_gemma":[0.0001332277,0.00009030544,0.00002437778,0.0001678521,0.000208743,0.0001058067,0.00006066819,0.00036105,0.00003193301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000019135,"about_ca_system_score_gemma":0.00000457846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006657661,"about_ca_topic_score_gemma":0.000001512836,"domain_scores_codex":[0.9990075,0.0001115521,0.0001323157,0.000197964,0.0001326592,0.0004180025],"domain_scores_gemma":[0.9995961,0.00004629896,0.00002610277,0.000146361,0.00002654176,0.0001585609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003705834,0.0001160409,0.9755771,0.00003731417,0.00003863611,0.0002439289,0.0001266413,4.481885e-7,0.0007947228,0.0001142073,0.000624255,0.02195613],"study_design_scores_gemma":[0.001933425,0.0005631707,0.9904454,0.000002944262,0.00004661562,0.001757899,0.00006964995,0.001253156,0.0003213086,0.0005206278,0.002988011,0.00009779562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915417,0.0007538196,0.002030667,0.001403301,0.001023516,0.0003097079,0.000003499355,0.00002998929,0.00290376],"genre_scores_gemma":[0.9974852,0.00001796298,0.001468821,0.0008397261,0.00009000869,0.00002585191,0.00001009736,0.00001853976,0.00004383336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185834,"threshold_uncertainty_score":0.3682549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327165988762049,"score_gpt":0.2635099831950254,"score_spread":0.2502383233074049,"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."}}