{"id":"W6944084257","doi":"10.17605/osf.io/abytk","title":"Does traffic related air pollution (TRAP) contribute to pulmonary function abnormalities and impact exercise performance in people with chronic obstructive pulmonary disease (COPD)?","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pulmonary disease; Pulmonary function testing; Air pollution; Disease; COPD; Lung function","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":[0.004785099,0.001011699,0.006295952,0.00493007,0.0005105683,0.0021695,0.001158917,0.00303784,0.005137759],"category_scores_gemma":[0.02959717,0.001121544,0.01158304,0.005843951,0.000767872,0.001285834,0.001478298,0.001282791,0.0004812525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573741,"about_ca_system_score_gemma":0.005211142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194261,"about_ca_topic_score_gemma":0.04971809,"domain_scores_codex":[0.9944221,0.001744054,0.002294126,0.0007173254,0.0006219383,0.0002005327],"domain_scores_gemma":[0.9820006,0.01262879,0.003612483,0.0003608389,0.001127278,0.0002698796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0005905447,0.00005387585,0.01738335,0.8802683,0.07151814,0.0001100105,0.0002169222,0.00008761876,0.0001128353,0.0001898679,0.001787792,0.02768066],"study_design_scores_gemma":[0.001048716,0.0005137364,0.06352338,0.4790145,0.4409586,0.0004173743,0.0005790089,0.0001833174,0.000150495,0.000444346,0.01305917,0.000107362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004402041,0.993102,0.0001179286,0.0003279692,0.0001874409,0.0001398002,0.001432479,0.000006711692,0.0002836324],"genre_scores_gemma":[0.09144347,0.9047971,0.0006948936,0.001290449,0.0002523085,0.0004665673,0.0008236149,0.000007303029,0.0002243019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02194261,"threshold_uncertainty_score":0.04362977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006752884302083462,"score_gpt":0.2441692717002752,"score_spread":0.2374163873981917,"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."}}