{"id":"W4409875940","doi":"10.1111/jsr.70043","title":"Intensive Sleep Retraining and Total Sleep Deprivation for Treating Chronic Insomnia: A Randomised Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Sleep deprivation; Sleep onset; Sleep (system call); Sleep onset latency; Medicine; Anxiety; Psychology; Psychiatry; Internal medicine; Circadian rhythm","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":[0.002204164,0.001154977,0.004379335,0.0008570375,0.000556582,0.000803041,0.001239719,0.002098598,0.008985395],"category_scores_gemma":[0.002746441,0.0007443069,0.002781453,0.0007487147,0.001301445,0.001016639,0.0005907411,0.002153959,0.0005676364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009158982,"about_ca_system_score_gemma":0.001656774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906836,"about_ca_topic_score_gemma":0.004763905,"domain_scores_codex":[0.998373,0.0009837324,0.0001718639,0.0001920674,0.0001232431,0.000155938],"domain_scores_gemma":[0.9983035,0.0007503104,0.0003104009,0.00008980708,0.00008196359,0.000463941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9826536,0.00378704,0.0001944841,0.001417254,0.0008152261,0.0000281536,0.00002751482,0.0001281481,0.000530632,0.0000648086,0.0001926644,0.01016046],"study_design_scores_gemma":[0.9730156,0.02561828,0.0006265734,0.0000507522,0.0003149613,0.000009642843,0.00001062531,0.0001299246,0.00004210387,0.00003607312,0.0001394172,0.000006092132],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707419,0.01514197,0.0006830272,0.0009202011,0.001365054,0.00835535,0.0005546102,0.0001279845,0.002109841],"genre_scores_gemma":[0.9702066,0.008240763,0.002704471,0.001413349,0.001383332,0.01230527,0.0005660861,0.00001607708,0.003164093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008985395,"threshold_uncertainty_score":0.03005916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04051712673642468,"score_gpt":0.3906684863631228,"score_spread":0.3501513596266981,"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."}}