{"id":"W2275836994","doi":"10.1016/j.shaw.2016.01.006","title":"Outdoor Workers' Use of Sun Protection at Work and Leisure","year":2016,"lang":"en","type":"article","venue":"Safety and Health at Work","topic":"Skin Protection and Aging","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Occupational Cancer Research Centre; Cancer Care Ontario; University of British Columbia; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Institute of Gender and Health; Michael Smith Health Research BC; Canadian Dermatology Foundation","keywords":"Sun protection; Skin cancer; Demographics; Environmental health; Personal protective equipment; Likert scale; Work (physics); Medicine; Sun exposure; Skin type; Sunlight; Demography; Psychology; Engineering; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003644135,0.0001901464,0.0002012567,0.0004422322,0.0003897051,0.0003814835,0.0001901575,0.0002258946,0.003845374],"category_scores_gemma":[0.001129801,0.0001384934,0.0002048801,0.0003731815,0.0001503396,0.0001804608,0.0003298737,0.0002267803,0.0004343312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538291,"about_ca_system_score_gemma":0.0002365728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007224318,"about_ca_topic_score_gemma":0.01002594,"domain_scores_codex":[0.9997099,0.00004824097,0.00001934551,0.00005614392,0.00008265389,0.00008369361],"domain_scores_gemma":[0.9991787,0.0001264725,0.0003566262,0.00005932212,0.00009806351,0.0001808392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000359993,0.00005241925,0.9977431,0.00000939741,0.000009497572,0.00003886451,0.0001834939,0.00001579464,0.0002657039,0.000004819989,0.00007247072,0.001568483],"study_design_scores_gemma":[0.000001151183,0.00005231346,0.999539,0.000003755496,0.00000307648,0.00006049214,0.0001777461,0.00002321044,0.00002946777,0.000004236111,0.0001044935,9.480551e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991423,0.00005509747,0.00005591418,0.00001296227,0.000002564031,0.000006595287,0.0002428173,0.000002643258,0.0004790214],"genre_scores_gemma":[0.9992635,0.0000383031,0.00005215937,0.0000086317,0.000004187154,0.000008481894,0.0002052382,0.000001576946,0.0004180397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007224318,"threshold_uncertainty_score":0.01436454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0557367258883416,"score_gpt":0.3003490200264519,"score_spread":0.2446122941381103,"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."}}