{"id":"W4401017267","doi":"10.1371/journal.pgph.0003530","title":"Incidence of cough from acute exposure to fine particulate matter (PM2.5) in Madagascar: A pilot study","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"RTI International","keywords":"Medicine; Gee; Incidence (geometry); Respiratory system; Chronic cough; Generalized estimating equation; Rate ratio; Internal medicine; Confidence interval; Asthma","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":[0.0004249425,0.0004911309,0.0002835398,0.0005413993,0.0004756808,0.0004253421,0.0003930645,0.0004883512,0.00115688],"category_scores_gemma":[0.001117082,0.0002360402,0.0004803112,0.0004593087,0.0003759049,0.0003740203,0.0005268372,0.000362824,0.0001948105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004397398,"about_ca_system_score_gemma":0.000405861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625336,"about_ca_topic_score_gemma":0.01341814,"domain_scores_codex":[0.9996384,0.0001145563,0.00002555304,0.00009212428,0.00005646034,0.00007288277],"domain_scores_gemma":[0.9993446,0.0001703761,0.000224261,0.00006189444,0.0000840711,0.0001147011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002713194,0.0003539224,0.9913475,0.00004989421,0.00007567024,0.000813439,0.001479083,0.00007443395,0.001662462,0.00001637197,0.0001331218,0.003722789],"study_design_scores_gemma":[0.000008606385,0.0006453594,0.9981112,0.000003710679,0.00002285515,0.0002881805,0.0005223993,0.0001567261,0.00008284825,0.000004786238,0.0001490349,0.000004174141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995967,0.00003003357,0.00003948746,0.000009478843,0.000001380839,0.00001973694,0.0001306206,0.000002501577,0.0001700329],"genre_scores_gemma":[0.9995302,0.00004008716,0.00008710493,0.00001289932,0.000003999454,0.00003234725,0.00018997,0.000001066024,0.0001022962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625336,"threshold_uncertainty_score":0.03231752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08123489623104921,"score_gpt":0.3480955529739661,"score_spread":0.2668606567429169,"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."}}