{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003721109,0.0007213105,0.001113365,0.001602961,0.0003353255,0.0007406782,0.0008736632,0.001202661,0.002535934],"category_scores_gemma":[0.0006284045,0.0001847182,0.0004064671,0.001392592,0.0005348285,0.0007755366,0.0005347476,0.001055571,0.001331953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888053,"about_ca_system_score_gemma":0.0006280306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427662,"about_ca_topic_score_gemma":0.002835086,"domain_scores_codex":[0.9998389,0.00003526638,0.00002335551,0.00003428467,0.00005461548,0.00001354915],"domain_scores_gemma":[0.999803,0.00008679515,0.00004315834,0.00001002826,0.00004069784,0.0000163829],"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":[0.0001353931,0.0001312144,0.0004003272,0.009585554,0.0000743493,0.0005773682,0.00008044982,0.0002426177,0.002644218,0.001649227,0.01418001,0.9702992],"study_design_scores_gemma":[0.00006632818,0.0004146783,0.009162975,0.005272689,0.0001990499,0.008362129,0.0002366334,0.0002010288,0.002443928,0.004662171,0.9689354,0.00004294518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003012727,0.9982342,0.0001011134,0.0001489783,0.0001656285,0.000003605394,0.000006555509,0.000008024252,0.001030748],"genre_scores_gemma":[0.002018869,0.9968718,0.0001084676,0.0001310225,0.0001655015,0.000008427696,0.00001321953,0.000001468777,0.0006813076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002535934,"threshold_uncertainty_score":0.008483589,"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."}}