{"id":"W4406135088","doi":"10.1186/s12889-025-21286-6","title":"Pulmonary function among flour mill workers: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"Medicine; Biostatistics; Meta-analysis; Environmental health; Systematic review; Public health; Mill; Lung function; Epidemiology; Pulmonary function testing; MEDLINE; Internal medicine; Pathology; Lung","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":[0.01028353,0.002566053,0.01902729,0.00606554,0.0006555733,0.003113435,0.002055887,0.002251021,0.003584168],"category_scores_gemma":[0.02266911,0.001360946,0.03145065,0.007103595,0.0005740791,0.001621728,0.001444118,0.001675465,0.0003362278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278292,"about_ca_system_score_gemma":0.003562165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006560783,"about_ca_topic_score_gemma":0.01579049,"domain_scores_codex":[0.9932632,0.002657553,0.002271693,0.0007605171,0.0007860771,0.0002608928],"domain_scores_gemma":[0.9867458,0.009782421,0.001867736,0.0003947449,0.001044933,0.00016445],"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":[0.001221188,0.00002529205,0.002654017,0.5635419,0.420624,0.0001710178,0.0000823288,0.0003874589,0.000261698,0.0001128895,0.000622783,0.01029528],"study_design_scores_gemma":[0.0003794677,0.0001768771,0.003353844,0.04205179,0.9513721,0.0001254616,0.00004516954,0.0001252879,0.0001183114,0.000142207,0.002087225,0.00002230277],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002876618,0.9957026,0.0003704226,0.0001267791,0.0001005117,0.0001893008,0.0004557543,0.00001589798,0.0001620702],"genre_scores_gemma":[0.08754534,0.9077082,0.00159899,0.0007225118,0.0002357995,0.000983697,0.000892129,0.00002381154,0.0002895881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01902729,"threshold_uncertainty_score":0.05438513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382984307289446,"score_gpt":0.3933621012362926,"score_spread":0.255063670507348,"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."}}