{"id":"W4200511722","doi":"10.38207/jcmphr/2021/0212238","title":"Impairment in lung function among residents in the vicinity of an artisanal smoking site in Abidjan Côte d'Ivoire","year":2021,"lang":"en","type":"article","venue":"Journal of Community Medicine and Public Health Reports","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Cote d ivoire; Lung function; Socioeconomics; Geography; Environmental health; Sociology; Medicine; Lung; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000376321,0.0003149438,0.0003858336,0.0006784125,0.001402995,0.0008953345,0.0006611307,0.0005949322,0.001255061],"category_scores_gemma":[0.001024388,0.0004324915,0.0002873561,0.0009541975,0.0006941169,0.0003142692,0.0006702774,0.0005999294,0.0002590162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598237,"about_ca_system_score_gemma":0.001354515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3361917,"about_ca_topic_score_gemma":0.4303665,"domain_scores_codex":[0.9996167,0.00008338069,0.00002786346,0.00006397838,0.0000766494,0.0001313526],"domain_scores_gemma":[0.9995953,0.00005025504,0.00009010563,0.0000198318,0.00009356448,0.0001509054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005635203,0.000137892,0.9934331,0.00003187679,0.00003598868,0.000756128,0.003153651,0.00004600582,0.0008983803,0.00002615529,0.0001687084,0.001255646],"study_design_scores_gemma":[0.000003738632,0.00008344307,0.9960815,0.00001465704,0.00001129718,0.0001727235,0.003431874,0.00004685859,0.00002859337,0.000009399117,0.0001121106,0.000003870604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996765,0.00006195155,0.00001024154,0.000033521,0.000003360215,0.000005494052,0.00005135861,8.145157e-7,0.0001568057],"genre_scores_gemma":[0.9996002,0.00005138831,0.00001683158,0.00002370407,0.00000272983,0.000004709254,0.0000394195,4.359925e-7,0.0002605873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3361917,"threshold_uncertainty_score":0.6684698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250715634233114,"score_gpt":0.3838523796086766,"score_spread":0.3213452232663454,"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."}}