{"id":"W2605124378","doi":"10.5271/sjweh.3630","title":"Ocular ultraviolet radiation exposure of welders","year":2017,"lang":"en","type":"letter","venue":"Scandinavian Journal of Work Environment & Health","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ultraviolet radiation; Occupational exposure; Welding; Medicine; Environmental health; Dentistry; Engineering; Mechanical 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":[0.0005238933,0.0002521718,0.0003227459,0.001042839,0.0004151853,0.0008217644,0.0003119977,0.001399826,0.00544421],"category_scores_gemma":[0.003614744,0.0001172569,0.0003570734,0.0005552322,0.0002530862,0.0006352742,0.000388566,0.0009674449,0.0006807703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003546897,"about_ca_system_score_gemma":0.0002257749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617881,"about_ca_topic_score_gemma":0.003088721,"domain_scores_codex":[0.9995344,0.00009826836,0.00005085548,0.00008623388,0.000173315,0.0000569323],"domain_scores_gemma":[0.9982479,0.0004899983,0.0005693062,0.00005797112,0.0004799359,0.000154947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008068177,0.0002711688,0.6220607,0.001501931,0.0003884469,0.008460565,0.0008878911,0.00008103348,0.002315388,0.000272355,0.2048924,0.1580613],"study_design_scores_gemma":[0.0001319674,0.001397807,0.8444595,0.001643551,0.0003704419,0.04772648,0.001715741,0.0002124698,0.001547431,0.0005986118,0.100082,0.0001139672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5228711,0.2285342,0.001050114,0.1969639,0.02265979,0.0001580029,0.002589335,0.0002101159,0.02496356],"genre_scores_gemma":[0.873606,0.05972943,0.0005771993,0.03132473,0.02590617,0.00005418266,0.0006259622,0.00003096388,0.008145433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00544421,"threshold_uncertainty_score":0.01821268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307976145365614,"score_gpt":0.3022844369938015,"score_spread":0.2792046755401453,"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."}}