{"id":"W2070280396","doi":"10.1016/j.sleep.2007.03.006","title":"Neuroimaging in sleep medicine","year":2007,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"","keywords":"Neuroimaging; Narcolepsy; Neuroscience; Sleep (system call); Psychology; Sleep medicine; Wakefulness; Functional neuroimaging; Insomnia; Medicine; Sleep disorder; Neurology; Electroencephalography; Psychiatry; Cognition; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002527599,0.0009600104,0.003325619,0.002714086,0.0001865774,0.00002945852,0.001704148,0.0004256817,0.00177888],"category_scores_gemma":[0.006502641,0.0006406467,0.0002753211,0.004080133,0.001371925,0.0001871205,0.0003874295,0.002501294,0.0005861944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307658,"about_ca_system_score_gemma":0.0001358976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001914551,"about_ca_topic_score_gemma":0.00003183156,"domain_scores_codex":[0.9919659,0.0008632354,0.001843368,0.001680037,0.002115374,0.001532019],"domain_scores_gemma":[0.9943022,0.003235573,0.0004807556,0.001316215,0.00009468151,0.0005705986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001701318,0.00007265832,0.00001716072,0.004008117,0.0000177003,0.001710789,0.00016174,0.000001002856,0.00003307594,0.0006736062,0.001933934,0.9913532],"study_design_scores_gemma":[0.001413516,0.0002475763,0.0000207492,0.01629004,0.0002617975,0.0003474062,0.00005866902,0.0001286581,0.00003145389,0.0001983301,0.9804796,0.0005222365],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001435281,0.9589761,0.0002837122,0.001572776,0.00250918,0.001380777,0.00001122691,0.0001727055,0.03507915],"genre_scores_gemma":[0.0004400573,0.9940085,0.00001510846,0.001630832,0.002491613,0.0001421951,0.00005202915,0.0001772687,0.001042362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.990831,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2297740881327354,"score_gpt":0.4531549325729231,"score_spread":0.2233808444401877,"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."}}