{"id":"W3087176478","doi":"10.1016/j.envint.2020.106089","title":"The effect of occupational exposure to welding fumes on trachea, bronchus and lung cancer: A protocol for a systematic review and meta-analysis from the WHO/ILO Joint Estimates of the Work-related Burden of Disease and Injury","year":2020,"lang":"en","type":"review","venue":"Environment International","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"National Institute for Occupational Safety and Health; University of Nevada, Reno; International Labour Organization; World Health Organization","keywords":"International agency; Systematic review; Medicine; Lung cancer; Occupational injury; Meta-analysis; MEDLINE; Environmental health; Cancer; Pathology; Poison control; Injury prevention; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.000335765,0.0002932526,0.001813674,0.00005285894,0.00007939708,0.0000164658,0.0001890726,0.00005320139,0.0001864165],"category_scores_gemma":[0.0002882247,0.0001241725,0.0007669248,0.0001098766,0.0001768476,0.00003220957,0.0001543734,0.0001208105,7.297817e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008675923,"about_ca_system_score_gemma":0.00003660504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002246926,"about_ca_topic_score_gemma":8.478928e-7,"domain_scores_codex":[0.9979457,0.0002264973,0.0008712595,0.0003135936,0.0005557445,0.00008724534],"domain_scores_gemma":[0.9976349,0.001168267,0.0007963896,0.0002900281,0.00001495493,0.00009539157],"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":[0.003076329,0.000360977,0.02764867,0.7081366,0.236015,0.000003416546,0.000451713,0.0008159789,0.00001833844,0.0002265754,0.001402139,0.02184432],"study_design_scores_gemma":[0.001159099,0.0008073369,0.03763765,0.09797903,0.8526036,0.000003442404,0.00002411294,0.0004954638,0.0000439578,0.00005233211,0.008836259,0.0003576887],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006633819,0.9283112,0.00002369174,0.001615249,0.00001698564,0.0668551,0.002504336,0.000003937975,0.00000606103],"genre_scores_gemma":[0.01371291,0.7540829,0.0002029332,0.0003335297,0.0001063403,0.230686,0.0005149518,0.00006053194,0.000299932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6165887,"threshold_uncertainty_score":0.5063606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354263932458995,"score_gpt":0.3585049907667791,"score_spread":0.3230785975208795,"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."}}