{"id":"W3157798893","doi":"10.1371/journal.pone.0250377","title":"Incidence of lung cancer and mortality among civil construction industry workers: A protocol for a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Environmental health; Systematic review; Lung cancer; Cohort study; Odds ratio; Observational study; Funnel plot; Protocol (science); Incidence (geometry); Publication bias; MEDLINE; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08486269,0.005532,0.01654978,0.01220757,0.003473277,0.005694818,0.005281945,0.007102657,0.06228147],"category_scores_gemma":[0.1246781,0.004100023,0.02838605,0.01192315,0.002894224,0.005766454,0.004264066,0.006322235,0.007428148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01009122,"about_ca_system_score_gemma":0.04898319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005068752,"about_ca_topic_score_gemma":0.009266494,"domain_scores_codex":[0.9529709,0.01978858,0.01753726,0.003584074,0.00463554,0.001483698],"domain_scores_gemma":[0.9408954,0.02469745,0.0112319,0.007469454,0.01375185,0.001954017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006322545,0.0003117702,0.001104122,0.8982512,0.01003207,0.0006414269,0.001485276,0.001483905,0.001359217,0.004018086,0.04034557,0.03464483],"study_design_scores_gemma":[0.04597388,0.002344817,0.0103199,0.5792023,0.05316323,0.0008758141,0.001384,0.003091141,0.00302869,0.0209067,0.2789798,0.0007297184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004874872,0.003443098,0.004111512,0.0006472222,0.000420743,0.9816887,0.008270649,0.0002472327,0.0006832323],"genre_scores_gemma":[0.0003925052,0.001110525,0.004447938,0.0001641637,0.00002393504,0.9929526,0.0006874538,0.00001320337,0.0002076101],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08486269,"threshold_uncertainty_score":0.4488022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5163127847510078,"score_gpt":0.5813286778211408,"score_spread":0.065015893070133,"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."}}