{"id":"W4293066965","doi":"10.1093/sleep/zsac079.172","title":"0174 The Odds Ratio Product as a Marker of Sleep Homeostasis","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institutes of Health","keywords":"Non-rapid eye movement sleep; Sleep (system call); Audiology; Electroencephalography; Psychology; Medicine; Neuroscience; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003702248,0.0006538028,0.0005240808,0.001464282,0.0001540195,0.001311539,0.0005464132,0.0004284767,0.01083204],"category_scores_gemma":[0.01767997,0.0001720338,0.0008514053,0.001796951,0.0004667428,0.0007174156,0.0005856184,0.0006670112,0.001096749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624767,"about_ca_system_score_gemma":0.0003127249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006944904,"about_ca_topic_score_gemma":0.0004523538,"domain_scores_codex":[0.9964228,0.001843629,0.0003026321,0.000713205,0.0006013394,0.0001162636],"domain_scores_gemma":[0.9814477,0.01251709,0.004217994,0.0006982104,0.0006892401,0.000429733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001364058,0.00007220104,0.930957,0.0003196423,0.0009546849,0.0003015975,0.0001615686,0.000742546,0.001586038,0.0009460787,0.002127342,0.06046715],"study_design_scores_gemma":[0.00007350339,0.0007667404,0.9765267,0.00009507339,0.0005454549,0.003047176,0.0002501312,0.009664102,0.001095242,0.002499077,0.00538544,0.0000513413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281895,0.01033475,0.03705639,0.0011953,0.0005746176,0.0001164565,0.009220031,0.0007994909,0.01251347],"genre_scores_gemma":[0.99009,0.0005195624,0.006551066,0.00009248934,0.000158177,0.00007353289,0.001061904,0.00007268688,0.001380559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083204,"threshold_uncertainty_score":0.03623676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199650951025596,"score_gpt":0.2606309893824813,"score_spread":0.2386344798722254,"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."}}