{"id":"W2005754123","doi":"10.2486/indhealth.43.34","title":"Light Treatment and Circadian Adaptation to Shift Work","year":2005,"lang":"en","type":"review","venue":"Industrial Health","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Alertness; Shift work; Circadian rhythm; Maladaptation; Adaptation (eye); Circadian clock; Medicine; Endogeny; Work (physics); Dark therapy; Psychology; Physiology; Neuroscience; Internal medicine; Psychiatry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002824253,0.0004299141,0.00126924,0.0003484763,0.000242379,0.00009908423,0.0001649597,0.0005170732,0.00005420797],"category_scores_gemma":[0.0001755404,0.0003624952,0.00018374,0.0007664058,0.00002674615,0.00008264669,0.00003650647,0.0004970309,0.0005394689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00098577,"about_ca_system_score_gemma":0.001995736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028576,"about_ca_topic_score_gemma":0.0001052563,"domain_scores_codex":[0.9972261,0.000449263,0.0006970537,0.0007890777,0.0002057728,0.0006327382],"domain_scores_gemma":[0.9980764,0.0003068019,0.0003363339,0.0003754417,0.000007638714,0.0008973894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009805844,0.00003575161,0.000001683632,0.000190686,0.000005766828,0.00001360965,0.0006767405,0.000001249743,6.856083e-8,0.0009251288,0.001079062,0.9970604],"study_design_scores_gemma":[0.0004347439,0.0003152675,0.000006404272,0.003303479,0.00005689685,0.00003366933,0.00001225728,4.072842e-7,0.000007923917,0.000005786917,0.9955409,0.0002822516],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001035733,0.9924057,0.000007704762,0.002758141,0.001246322,0.002526713,0.00009213549,0.00008287057,0.000776812],"genre_scores_gemma":[0.0005972843,0.9945779,0.00003781776,0.0007185536,0.002864728,0.0001763395,0.00001845726,0.00006062596,0.0009483109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9967782,"threshold_uncertainty_score":0.9998827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2468722604791444,"score_gpt":0.3833222564073237,"score_spread":0.1364499959281793,"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."}}