{"id":"W4381848396","doi":"10.1002/hsr2.1359","title":"Prevalence of obstructive lung patterns and actual spirometric result at different workplaces in Ethiopia: A systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Health Science Reports","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Pooled analysis; Litter; Sample size determination; Internal medicine; Physical therapy; Statistics; Biology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00377919,0.0003547177,0.006208424,0.001706315,0.0001200847,0.00002429393,0.0001325073,0.0001225075,0.00002669655],"category_scores_gemma":[0.00124293,0.000212341,0.0004503971,0.004979102,0.000237953,0.0001129169,0.0002163334,0.0003226149,0.000001113034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283388,"about_ca_system_score_gemma":0.0007108596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378361,"about_ca_topic_score_gemma":0.00007254689,"domain_scores_codex":[0.9948962,0.0002239364,0.002430422,0.0009251166,0.001134176,0.0003901655],"domain_scores_gemma":[0.9956186,0.0005618297,0.002657983,0.0006511189,0.0001839166,0.0003265966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001562186,0.00002463624,0.01001296,0.9858257,0.00297196,0.00007976074,0.0001120401,1.558113e-7,4.111666e-8,0.000005700242,0.000006830275,0.0009587165],"study_design_scores_gemma":[0.0001178898,0.0002036184,0.1313334,0.4917087,0.374471,0.001558958,0.00005341074,0.00001162167,8.661206e-7,0.00001226955,0.0001637456,0.0003645033],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002365841,0.9938749,0.000005882184,0.0001567722,0.00005629013,0.003459629,0.00005191401,0.00001721077,0.00001156249],"genre_scores_gemma":[0.005979663,0.9931188,0.00008379194,0.0001050096,0.00001285385,0.0002764849,0.0000243655,0.00001570211,0.0003833126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4941169,"threshold_uncertainty_score":0.8659014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0912371975759879,"score_gpt":0.4170738433105723,"score_spread":0.3258366457345844,"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."}}