{"id":"W1995747099","doi":"10.1016/j.ijpsycho.2013.06.004","title":"REM and NREM power spectral analysis on two consecutive nights in psychophysiological and paradoxical insomnia sufferers","year":2013,"lang":"en","type":"article","venue":"International Journal of Psychophysiology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research","keywords":"Non-rapid eye movement sleep; Psychology; Audiology; Insomnia; Slow-wave sleep; Polysomnography; Sleep (system call); Electroencephalography; Vigilance (psychology); Neuroscience; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001567603,0.0001722848,0.0004036459,0.000693104,0.00004833997,0.00006905787,0.0004118967,0.0001054436,0.0003196988],"category_scores_gemma":[0.0002482285,0.0001219529,0.0001369486,0.0003440833,0.0004388047,0.000197769,0.00006895531,0.0005380247,0.00003862062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004961835,"about_ca_system_score_gemma":0.00002647862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003531589,"about_ca_topic_score_gemma":0.000008263555,"domain_scores_codex":[0.9980726,0.0003620779,0.0004566369,0.0004041096,0.000423813,0.0002807678],"domain_scores_gemma":[0.9986306,0.0006962156,0.0002044953,0.0001361335,0.0001602599,0.0001722466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004181517,0.0009766086,0.0141735,0.000004107043,0.0005348477,0.0004935213,0.0006705735,0.0002124969,0.9566179,0.01123273,0.0009257986,0.009976389],"study_design_scores_gemma":[0.004658495,0.001845489,0.9090314,0.00004728635,0.00004462575,0.0002877836,0.0002790339,0.001175262,0.01625341,0.06557641,0.0004585125,0.0003422796],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956014,0.00003867874,0.00005811833,0.002369654,0.0005597997,0.00011798,0.000009102249,0.000007069107,0.001238215],"genre_scores_gemma":[0.9980258,0.0003092444,0.0001103922,0.00132763,0.0001769457,0.000008174989,0.000001570801,0.000007993825,0.00003221586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9403645,"threshold_uncertainty_score":0.4973093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289178465722972,"score_gpt":0.3433486949973185,"score_spread":0.3204569103400887,"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."}}