{"id":"W7117487317","doi":"10.1016/j.sleepx.2025.100172","title":"Sleep without borders starts here: Principles and pathways for sleep health promotion","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine X","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Sleep (system call); Promotion (chess); Health promotion; Public health; MEDLINE","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":[0.01085961,0.0008189209,0.001290274,0.002066063,0.006172241,0.01356674,0.00228998,0.006124987,0.009488402],"category_scores_gemma":[0.009509694,0.0005245223,0.00106075,0.001190709,0.02227578,0.008472407,0.005855923,0.01078208,0.001480862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007794168,"about_ca_system_score_gemma":0.03207127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040496,"about_ca_topic_score_gemma":0.02471832,"domain_scores_codex":[0.9963332,0.002014367,0.0001580077,0.0003677084,0.0005980576,0.0005286766],"domain_scores_gemma":[0.9908147,0.004554091,0.0005375549,0.0004622118,0.001265578,0.002365854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000145224,0.001029036,0.004006424,0.001347322,0.00009671199,0.0002019921,0.01431675,0.0005974706,0.0003541473,0.8116567,0.0371063,0.129142],"study_design_scores_gemma":[0.0001272485,0.000243018,0.003309393,0.003209922,0.00007397106,0.0001847578,0.01442716,0.0004921239,0.000266609,0.8431808,0.1344248,0.00006011797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01267968,0.07545371,0.03577302,0.7347007,0.004877159,0.0004657172,0.0002066706,0.0002636954,0.1355797],"genre_scores_gemma":[0.6909069,0.09270246,0.1009865,0.08076268,0.005137381,0.001988882,0.0001944546,0.000255186,0.02706549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01356674,"threshold_uncertainty_score":0.05743176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434777513088677,"score_gpt":0.3435288016156526,"score_spread":0.3091810264847659,"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."}}