{"id":"W4405280964","doi":"10.2196/59288","title":"Effects of Internet Cognitive Behavioral Therapy for Insomnia and Internet Sleep Hygiene Education on Sleep Quality and Executive Function Among Medical Students in Malaysia: Protocol for a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Putra Malaysia; Universiti Kebangsaan Malaysia","keywords":"Sleep hygiene; Randomized controlled trial; The Internet; Insomnia; Cognitive behavioral therapy for insomnia; Cognition; Sleep quality; Sleep (system call); Cognitive behavioral therapy; Medicine; Psychology; Clinical psychology; Psychiatry; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02818082,0.005113314,0.01422457,0.003066106,0.003363005,0.003886654,0.00359308,0.007677764,0.0584966],"category_scores_gemma":[0.02041573,0.003122323,0.007210866,0.003408578,0.003679378,0.00414327,0.001933084,0.008176088,0.008945438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005371452,"about_ca_system_score_gemma":0.01495357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584104,"about_ca_topic_score_gemma":0.005498617,"domain_scores_codex":[0.9849171,0.00772544,0.002330052,0.00134902,0.001946727,0.001731666],"domain_scores_gemma":[0.9894315,0.002701238,0.002569778,0.001236757,0.002520278,0.001540499],"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":[0.8767356,0.03851291,0.001043054,0.03047765,0.002698693,0.0003159828,0.000633422,0.001992537,0.002526748,0.002716528,0.01091498,0.03143189],"study_design_scores_gemma":[0.9449075,0.03426697,0.002101442,0.002905336,0.001024303,0.00004141133,0.0001823799,0.001300366,0.0006052879,0.001339016,0.01123783,0.00008822316],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001579479,0.0001486129,0.000369903,0.00008732881,0.0001512515,0.9970887,0.0003142694,0.00003618134,0.000224349],"genre_scores_gemma":[0.00127754,0.00009327944,0.0007915703,0.00008795545,0.00002738858,0.9974733,0.00005060828,0.000002092396,0.0001963829],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0584966,"threshold_uncertainty_score":0.1956906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08910266292075347,"score_gpt":0.5542569195560073,"score_spread":0.4651542566352538,"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."}}