{"id":"W3107257200","doi":"10.21109/kesmas.v15i4.3283","title":"Ultraviolet Exposure and Photokeratitis Complaints among Informal Welding Workers in Depok, West Java, Indonesia","year":2020,"lang":"en","type":"article","venue":"Kesmas National Public Health Journal","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Logistic regression; Medicine; Environmental health; Personal protective equipment; Confounding; Toxicology; Internal medicine; Biology","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":[0.000202345,0.0001653802,0.0001648165,0.0003183366,0.0002884549,0.0004219006,0.0001442925,0.0001992599,0.00113345],"category_scores_gemma":[0.0004709274,0.0001909593,0.0001761069,0.0003655074,0.0001509961,0.0001826386,0.0001949421,0.0002322482,0.0001333793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638636,"about_ca_system_score_gemma":0.0002357019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009578018,"about_ca_topic_score_gemma":0.01528783,"domain_scores_codex":[0.999886,0.0000213687,0.0000158281,0.00002568443,0.00002757041,0.00002347192],"domain_scores_gemma":[0.9997633,0.00003947043,0.0001113659,0.00001184454,0.00002106353,0.00005292867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003163812,0.00007220102,0.997792,0.00001718561,0.000008994164,0.000173569,0.000248655,0.000008269078,0.0003217077,0.000005684094,0.0000314739,0.001288699],"study_design_scores_gemma":[0.000001458442,0.00004236569,0.9991977,0.000004833156,0.000007303751,0.000163205,0.0004752189,0.00003235355,0.0000254438,0.000004472497,0.00004481534,8.757479e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996772,0.0000934997,0.00001680402,0.00001642559,0.00000174948,0.000003142896,0.00002613223,7.262802e-7,0.0001643643],"genre_scores_gemma":[0.9997162,0.00007713413,0.00002392331,0.00001095788,0.000002025884,0.000003172253,0.00002628299,4.516084e-7,0.0001397706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009578018,"threshold_uncertainty_score":0.01904452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06762739038032489,"score_gpt":0.3366353985332362,"score_spread":0.2690080081529113,"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."}}