{"id":"W3209197141","doi":"10.2147/copd.s328129","title":"Pulmonary Dysfunction Augmenting Bacterial Aerosols in Leather Tanneries of Punjab, Pakistan","year":2021,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Pulmonary disease; COPD; Disease; Pulmonary function testing; Respiratory disease","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":[0.0001604587,0.0003926847,0.0002959441,0.0004950374,0.001340423,0.0005477116,0.0002092672,0.0004491536,0.001587926],"category_scores_gemma":[0.0002966928,0.0002890178,0.0001903924,0.0003749109,0.0005551807,0.0002598555,0.0003208781,0.0003057524,0.000258252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004789574,"about_ca_system_score_gemma":0.0006294654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02218152,"about_ca_topic_score_gemma":0.0300348,"domain_scores_codex":[0.9998235,0.00002372909,0.00001291331,0.00005302704,0.00003610671,0.00005077906],"domain_scores_gemma":[0.9998149,0.00003099161,0.0000529474,0.000009506072,0.00004377926,0.00004798252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001782557,0.0002459277,0.9811472,0.0000789369,0.00002694824,0.003244596,0.001716804,0.0000873651,0.00798297,0.00002987131,0.0002266275,0.005034554],"study_design_scores_gemma":[0.000006351883,0.0003576852,0.9947339,0.00001173711,0.00001092653,0.001816665,0.002188686,0.0001119775,0.0004010846,0.00001696516,0.0003385062,0.000005549062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995446,0.0000460142,0.00004284481,0.00002920954,0.000003801591,0.000009922611,0.00007864338,0.000001476066,0.0002433756],"genre_scores_gemma":[0.9995604,0.00005791447,0.0000683094,0.00002516792,0.000003575329,0.00000373789,0.00006201641,6.271639e-7,0.0002182127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02218152,"threshold_uncertainty_score":0.04410481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213308410768231,"score_gpt":0.2769401327943438,"score_spread":0.2648070486866615,"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."}}