{"id":"W4412793041","doi":"10.1101/2025.07.25.666775","title":"Sex-dependent effects of Neuroligin-2 absence on wake/sleep architecture and electrocorticographic spectral and multifractal activities","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Regulation of Appetite and Obesity","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; École de Technologie Supérieure; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Multifractal system; Neuroligin; Sleep (system call); Audiology; Neuroscience; Psychology; Computer science; Medicine; Mathematics; Fractal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001459414,0.0004775615,0.0003444687,0.0007257938,0.0001601542,0.0003129576,0.0002542606,0.0003455718,0.002974581],"category_scores_gemma":[0.0002063526,0.0002277615,0.0002573142,0.0001423009,0.000378026,0.0002621943,0.0003647024,0.0008151477,0.0003261736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983074,"about_ca_system_score_gemma":0.0001401054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006256373,"about_ca_topic_score_gemma":0.001258068,"domain_scores_codex":[0.9997246,0.0000224783,0.00003072344,0.00009976423,0.00007163914,0.00005080252],"domain_scores_gemma":[0.999365,0.00006645077,0.0002532733,0.00004261789,0.00005823809,0.0002143675],"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":[0.0007302893,0.00006394699,0.001958,0.00002470908,0.000009640788,0.0001660176,0.00004319902,0.00001945672,0.9957267,0.00004015777,0.00004612928,0.001171838],"study_design_scores_gemma":[0.00008493544,0.001471673,0.1934667,0.00002980829,0.0001018889,0.001484455,0.0003017975,0.0007592395,0.7996956,0.0001524474,0.002408021,0.00004350324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966835,0.000589534,0.0006174791,0.00005918515,0.00002783537,0.00001382459,0.001123017,0.00004906827,0.0008365327],"genre_scores_gemma":[0.9897795,0.0004354256,0.000887406,0.00009998451,0.00001293556,0.0001015377,0.001214453,0.000103098,0.007365597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002974581,"threshold_uncertainty_score":0.009950936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006388840801402194,"score_gpt":0.2086905391219363,"score_spread":0.2023016983205341,"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."}}