{"id":"W2802120874","doi":"10.1093/sleep/zsy061.147","title":"0148 Assessment of Sleep Depth and Propensity during Sleep Restriction using the Odds-Ratio-Product","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"","keywords":"Sleep (system call); Sleep restriction; Wakefulness; Odds ratio; Arousal; Psychology; Audiology; Insomnia; Electroencephalography; Circadian rhythm; Medicine; Sleep deprivation; Internal medicine; Psychiatry","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":[0.001322801,0.0003979531,0.0003483768,0.0007301348,0.0001105683,0.0004794835,0.0002808301,0.000292569,0.003093953],"category_scores_gemma":[0.0033771,0.0001499599,0.0003901993,0.0006692503,0.0002411765,0.0003633908,0.0003369396,0.0003448328,0.0004513007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236901,"about_ca_system_score_gemma":0.0001109067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006778302,"about_ca_topic_score_gemma":0.0007630108,"domain_scores_codex":[0.9991079,0.0003841974,0.00008265873,0.00013336,0.0002477676,0.00004411186],"domain_scores_gemma":[0.9979419,0.0008471829,0.0007602943,0.0001425674,0.0001781203,0.0001299452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003847304,0.0002223323,0.9309044,0.0001335225,0.0005532114,0.0002170385,0.0001817226,0.0004273774,0.02655388,0.00008689659,0.0004065871,0.03646555],"study_design_scores_gemma":[0.0000395554,0.001393615,0.9932761,0.000005505092,0.00006301345,0.0006528693,0.00007372021,0.002261837,0.001830083,0.00005194196,0.0003387281,0.00001298285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903363,0.0005823955,0.006352138,0.00002692519,0.00001784991,0.00008033619,0.0008888553,0.00009985994,0.001615255],"genre_scores_gemma":[0.9941897,0.0001290443,0.004098461,0.00001809042,0.00002017685,0.00008604018,0.0006017549,0.00002169261,0.0008350143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003093953,"threshold_uncertainty_score":0.01035035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645436547316579,"score_gpt":0.3103735573951524,"score_spread":0.2539191919219866,"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."}}