{"id":"W3121018485","doi":"10.1097/jom.0000000000002133","title":"Sun Protection Use at Work and Leisure by Outdoor Workers in Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Skin Protection and Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Simon Fraser University","funders":"","keywords":"Sun protection; Demographics; Work (physics); Environmental health; Sun exposure; Skin cancer; Medicine; Office workers; Skin type; Work hours; Demography; Gerontology; Operations management; Cancer; Sociology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000373909,0.0003193893,0.0002451431,0.0008755215,0.001754128,0.0007821647,0.0007676588,0.0002277673,0.002076618],"category_scores_gemma":[0.0007200838,0.000224648,0.0002784302,0.00181653,0.0004169036,0.0001917761,0.000556202,0.0003561482,0.0001488097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081286,"about_ca_system_score_gemma":0.01100119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934628,"about_ca_topic_score_gemma":0.9970379,"domain_scores_codex":[0.9994635,0.00003403079,0.00002009945,0.00006935609,0.0002254307,0.0001875381],"domain_scores_gemma":[0.9993304,0.0000420217,0.0001306551,0.00001460211,0.0002099851,0.0002723194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007247478,0.00003889939,0.9916849,0.00004338369,0.00002347017,0.0001112277,0.0008549007,0.00009004575,0.000270632,0.00004126473,0.0007812645,0.005987442],"study_design_scores_gemma":[0.000003181912,0.00001546504,0.9983529,0.00002532158,0.000006571751,0.00002818605,0.001097549,0.00008012967,0.00002815774,0.00000690638,0.0003522118,0.000003516866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948742,0.0007885044,0.00008495523,0.0001549713,0.000009747259,0.00002258728,0.00184737,0.000008567075,0.002209165],"genre_scores_gemma":[0.9973006,0.0004183523,0.0001170782,0.00004767444,0.000003034697,0.000006914343,0.0007593637,0.000002635756,0.001344395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081286,"threshold_uncertainty_score":0.07845318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494200510143548,"score_gpt":0.2328260891991386,"score_spread":0.2078840840977031,"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."}}