{"id":"W4396503377","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6777","title":"Exposure to Vapours, Gases, Dusts, and Fumes at Work in Relation to Chronic Bronchitis, Emphysema, and Chronic Obstructive Pulmonary Disease: A Systematic Review With Meta-analyses","year":2024,"lang":"en","type":"review","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Chronic bronchitis; Pulmonary disease; Meta-analysis; Vapours; Pulmonary emphysema; Medicine; Bronchitis; Disease; Intensive care medicine; Internal medicine; Lung","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":[0.005571788,0.002821511,0.0147488,0.004171779,0.0006666505,0.002434794,0.001926129,0.002152107,0.003180876],"category_scores_gemma":[0.01586386,0.001355506,0.03381925,0.006083842,0.0007464642,0.001225928,0.00175533,0.001905741,0.000311128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833103,"about_ca_system_score_gemma":0.003120854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312101,"about_ca_topic_score_gemma":0.03402165,"domain_scores_codex":[0.9964826,0.001104181,0.001204842,0.0005917204,0.0004238679,0.0001926837],"domain_scores_gemma":[0.9919623,0.005677244,0.001397583,0.0002766449,0.0005413102,0.0001449452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001658857,0.00005428737,0.006844599,0.4083363,0.5669965,0.0001142092,0.00008924665,0.0004035561,0.0003479327,0.00008879576,0.0006309321,0.01443476],"study_design_scores_gemma":[0.0003549172,0.0001568555,0.005749088,0.01556974,0.9765592,0.00007637524,0.00005131975,0.00007832196,0.00008971508,0.000107471,0.00118029,0.00002679635],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004455111,0.9944662,0.0002713687,0.0000712709,0.00009941227,0.00009999992,0.000430982,0.00001350766,0.00009209604],"genre_scores_gemma":[0.08450599,0.9125691,0.001049865,0.0004929346,0.0001828888,0.0003382395,0.0005903015,0.00001467149,0.0002560916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0147488,"threshold_uncertainty_score":0.02946675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020453401089909,"score_gpt":0.3771996513422053,"score_spread":0.2751543112332145,"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."}}