{"id":"W3185636054","doi":"10.3390/ijerph18147698","title":"The Impacts of Sun Exposure on Worker Physiology and Cognition: Multi-Country Evidence and Interventions","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Horizon 2020; International Labour Organization","keywords":"Psychological intervention; Cognition; Sun exposure; Environmental health; Psychology; Medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001048493,0.00005186173,0.0001331683,0.00008435328,0.000110829,0.00004013395,0.000065661,0.00003394248,0.000186863],"category_scores_gemma":[0.001219623,0.00003184839,0.00004105138,0.00005582046,0.0004108791,0.0001023494,0.00008469207,0.0002628511,0.00000124396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005871883,"about_ca_system_score_gemma":0.0001654574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006947535,"about_ca_topic_score_gemma":0.00001022233,"domain_scores_codex":[0.9987241,0.0003317923,0.000278636,0.00009787127,0.0004190739,0.000148503],"domain_scores_gemma":[0.9983606,0.001054658,0.0001340736,0.00006449365,0.0001372319,0.0002489429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009775468,0.003937303,0.0693076,0.0002810743,0.0007464553,0.0001797768,0.001052175,0.000002490169,0.1944936,0.003808628,0.0008395294,0.7155759],"study_design_scores_gemma":[0.0008415123,0.001320211,0.9933216,0.0003982801,0.000003513294,0.0002514768,0.0007258811,0.00001602722,0.0003022194,0.0004930993,0.002302022,0.0000241564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819624,0.008545049,0.00001969021,0.009276017,0.00005453381,0.00009193525,0.00002603357,0.000001187472,0.00002315328],"genre_scores_gemma":[0.9791591,0.02002625,0.0001007191,0.0004763446,0.00007805913,0.000002901963,0.000008952713,0.000003395033,0.000144271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.924014,"threshold_uncertainty_score":0.2046019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.191659536902289,"score_gpt":0.4636657371670485,"score_spread":0.2720062002647595,"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."}}