{"id":"W4394758117","doi":"10.14814/phy2.16005","title":"Physiological impacts of atmospheric pollution: Effects of environmental air pollution on exercise","year":2024,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of British Columbia","funders":"","keywords":"Air pollution; Pollution; Environmental science; Pollutant; Ozone; Diesel exhaust; Environmental health; Medicine; Diesel fuel; Meteorology; Ecology; Waste management; Biology; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003319528,0.0002521848,0.0004932371,0.00001449128,0.00009689741,0.000006486886,0.0001344568,0.0002084641,0.001162067],"category_scores_gemma":[0.0002237098,0.00017011,0.0002334413,0.0002920341,0.0005366705,0.0001655147,0.0001850402,0.0002467944,0.0001615791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211776,"about_ca_system_score_gemma":0.0000279401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144455,"about_ca_topic_score_gemma":0.000001129321,"domain_scores_codex":[0.997723,0.0001496613,0.0006311021,0.0005589348,0.0004924447,0.0004448931],"domain_scores_gemma":[0.9989496,0.0001187641,0.0002881394,0.0003829974,0.000004022863,0.0002564614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003731422,0.002028322,0.00224211,0.0007984223,0.00005639,0.0004688819,0.0005606938,0.007470707,0.9310944,0.0006220256,0.01671482,0.03757005],"study_design_scores_gemma":[0.0001565884,0.001649496,0.9612898,0.0002892842,0.00003399094,0.00002915104,0.0000343552,0.0004397773,0.02878862,0.005919915,0.001140609,0.0002284779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974198,0.0006242495,0.00008192418,0.0004467776,0.0002882605,0.0004406355,0.00001524788,0.00009239006,0.0005906547],"genre_scores_gemma":[0.9981075,0.0003388371,0.0003745707,0.000959866,0.0000771078,0.00002351967,0.00001510271,0.00001330358,0.00009019376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9590476,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990011494184179,"score_gpt":0.2823401199053624,"score_spread":0.2624400049635206,"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."}}