{"id":"W3211706928","doi":"10.15353/cjo.v48i1.4470","title":"Optical Radiation Protection by Non-Prescription Sunglasses","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transmittance; Medical prescription; Ultraviolet; Radiation; Ultraviolet radiation; Optics; Radiation protection; Optoelectronics; Materials science; Optometry; Physics; Computer science; Medicine; Chemistry; Nuclear medicine; Radiochemistry; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002498271,0.0003745788,0.0009432577,0.005906981,0.0004640646,0.0006181874,0.0006525575,0.0004156723,0.001326808],"category_scores_gemma":[0.002299685,0.0003535421,0.000608987,0.00483217,0.0003659729,0.001275284,0.00002172367,0.001851446,0.00004493736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308505,"about_ca_system_score_gemma":0.0195144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657548,"about_ca_topic_score_gemma":0.001717724,"domain_scores_codex":[0.9952206,0.0002480658,0.00139524,0.0003616768,0.001486854,0.001287558],"domain_scores_gemma":[0.9883047,0.0001303337,0.0007684059,0.0004174365,0.003247535,0.007131556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001224777,0.0001041532,0.9444213,0.0001790675,0.0004546388,0.005584044,0.0003242669,0.0001455481,0.01462068,0.000006154554,0.02326732,0.01077034],"study_design_scores_gemma":[0.003186021,0.001148651,0.914896,0.0007712474,0.0003343386,0.01693622,0.001253771,0.0004616989,0.03598167,0.000006684093,0.02452862,0.0004950737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782481,0.006009521,0.005641235,0.006284589,0.001960219,0.0002945382,0.00007025235,0.000005855285,0.00148575],"genre_scores_gemma":[0.9952334,0.0003434724,0.002031355,0.0004472048,0.0009878675,0.00000285467,0.0000217756,0.00006222704,0.0008698062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0295253,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693111428459046,"score_gpt":0.3320325834697191,"score_spread":0.3151014691851286,"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."}}