{"id":"W2090995803","doi":"10.1111/php.12418","title":"Light Treatment Improves Sleep Quality and Negative Affectiveness in High Arctic Residents During Winter","year":2015,"lang":"en","type":"article","venue":"Photochemistry and Photobiology","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; Defence Research and Development Canada","funders":"","keywords":"Melatonin; Mood; Sleep (system call); Feeling; Circadian rhythm; Affect (linguistics); Sleep quality; Light therapy; Saliva; Psychology; Medicine; Actigraphy; The arctic; photoperiodism; Clinical psychology; Insomnia; Internal medicine; Psychiatry; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406977,0.0001907494,0.0002864227,0.00004135993,0.00006882696,0.00002307372,0.00007315508,0.0001339134,0.00002401646],"category_scores_gemma":[0.0003217603,0.000163813,0.00003094597,0.00008870953,0.000158806,0.00008232989,0.00007506509,0.0001415604,0.00000493289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199226,"about_ca_system_score_gemma":0.00003583174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006873892,"about_ca_topic_score_gemma":0.00006444481,"domain_scores_codex":[0.9987471,0.0001730514,0.0002021394,0.000539886,0.00005697188,0.0002809278],"domain_scores_gemma":[0.999303,0.0002375693,0.00008369795,0.0001838306,0.00002084599,0.0001710587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003811835,0.00007041682,0.04386709,0.00006274348,0.000008882209,0.00005044216,0.001027852,8.928578e-7,0.9543444,0.00007083156,0.000002082742,0.000113196],"study_design_scores_gemma":[0.001863543,0.0001200391,0.1441264,0.00003200783,0.00000753143,0.0001427465,0.0001496795,0.000007677144,0.8524817,0.0008494915,0.00006262172,0.0001565445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985752,0.0002732089,9.624744e-7,0.0001027644,0.0001136732,0.0003802832,0.0000285748,0.0000219705,0.0005033315],"genre_scores_gemma":[0.9993532,0.0000852361,0.000010105,0.0001049169,0.00005638499,0.000156174,0.000004163463,0.000009885688,0.0002199365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018627,"threshold_uncertainty_score":0.6680099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159100571248817,"score_gpt":0.2928115606150773,"score_spread":0.2612205549025891,"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."}}