{"id":"W4410275198","doi":"10.1164/ajrccm.2025.211.abstracts.a6318","title":"Workplace Exposures and the Development of New Onset Adult Asthma: A Systematic Review With Meta-analysis","year":2025,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; Asthma; MEDLINE; Systematic review; Intensive care medicine; Pediatrics; 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":[0.00207276,0.0004242294,0.00974319,0.0004423585,0.00009505208,0.00001338265,0.0001896782,0.00007554833,0.00005647633],"category_scores_gemma":[0.003624412,0.0001703449,0.001036335,0.00116284,0.001211817,0.00004490901,0.00004575671,0.0006145176,5.261243e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000393655,"about_ca_system_score_gemma":0.001435324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009941632,"about_ca_topic_score_gemma":0.0000161979,"domain_scores_codex":[0.9952173,0.001167299,0.002255014,0.0002744822,0.0009008196,0.0001851155],"domain_scores_gemma":[0.9934536,0.003359375,0.00131159,0.0003754011,0.001148314,0.0003517727],"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":[0.0003404443,0.00003927737,0.00007521966,0.8381535,0.05556533,0.00009647664,0.0008835167,9.667335e-8,4.455945e-8,0.0003404014,0.0004709369,0.1040348],"study_design_scores_gemma":[0.0009271477,0.002153999,0.00003670448,0.3280751,0.6381585,0.000446075,0.002406094,1.110393e-7,6.070224e-7,0.000008225685,0.02761005,0.0001773286],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003234961,0.9969178,0.000631819,0.001513017,0.00002779673,0.0007634877,0.00001279842,0.000004369627,0.00009660333],"genre_scores_gemma":[0.001816802,0.9929147,0.001609355,0.003330257,0.0001228279,0.00005799036,0.00001137169,0.00001970666,0.0001170176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5825932,"threshold_uncertainty_score":0.6946462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278934237460444,"score_gpt":0.3704332111052818,"score_spread":0.3276438687306774,"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."}}