{"id":"W4305072072","doi":"10.1016/j.envint.2022.107565","title":"The effect of occupational exposure to welding fumes on trachea, bronchus and lung cancer: A systematic review and meta-analysis from the WHO/ILO Joint Estimates of the Work-related Burden of Disease and Injury","year":2022,"lang":"en","type":"review","venue":"Environment International","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Centers for Disease Control and Prevention; World Health Organization","keywords":"Medicine; Meta-analysis; Systematic review; Lung cancer; International agency; Occupational injury; Environmental health; MEDLINE; Cancer; Pathology; Poison control; Injury prevention; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004703807,0.0002920325,0.001809431,0.00007767404,0.0001142993,0.00001481439,0.0002243771,0.00004622218,0.0009378034],"category_scores_gemma":[0.0002391096,0.0001298208,0.0007480977,0.0001437882,0.0002088186,0.00003393455,0.0002583739,0.0001762728,0.000001001365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259081,"about_ca_system_score_gemma":0.00003064923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005881,"about_ca_topic_score_gemma":0.000001237694,"domain_scores_codex":[0.9975927,0.0003635592,0.0008603484,0.0003169522,0.0007738071,0.000092628],"domain_scores_gemma":[0.9973435,0.001415184,0.0007643758,0.0003809731,0.000008979672,0.0000870173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001758031,0.0005685968,0.09227459,0.4322144,0.4298658,0.0000100066,0.0008313971,0.003262993,0.0000195279,0.0003525604,0.001533536,0.03730848],"study_design_scores_gemma":[0.0004190782,0.0003576729,0.07803755,0.0314686,0.8845561,0.000004566221,0.00003781816,0.0001726921,0.00001411155,0.00002930468,0.004623677,0.0002788742],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008514475,0.986433,0.000004409022,0.0008700445,0.00003941847,0.00205002,0.002072572,0.000003189221,0.00001290512],"genre_scores_gemma":[0.0442253,0.954259,0.00002311709,0.0001145376,0.00002635575,0.0007889278,0.0003295137,0.00001936645,0.0002138339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4546902,"threshold_uncertainty_score":0.9999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940435554306137,"score_gpt":0.3205678927969487,"score_spread":0.2911635372538873,"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."}}