{"id":"W2062095256","doi":"10.1002/ajim.20513","title":"Cross‐shift peak expiratory flow changes are unassociated with respirable coal dust exposure among South African coal miners","year":2007,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; Inyuvesi Yakwazulu-Natali","keywords":"Medicine; Cohort; Demography; Environmental health; Internal medicine","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":[0.0003511792,0.0001834512,0.0001639671,0.0005010001,0.0002540474,0.0002744583,0.0001908023,0.0003849038,0.002761462],"category_scores_gemma":[0.002152322,0.0001871666,0.0001933934,0.0003165419,0.0002213208,0.000266393,0.0003932193,0.0002683321,0.000236856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644796,"about_ca_system_score_gemma":0.0001662666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294102,"about_ca_topic_score_gemma":0.003690014,"domain_scores_codex":[0.9997681,0.00004901553,0.00002164411,0.00005586229,0.00004757181,0.00005786428],"domain_scores_gemma":[0.998683,0.0002721399,0.0007011947,0.00006824209,0.0001133979,0.0001619387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006386727,0.00002838358,0.9981481,0.000006520981,0.00001285489,0.00008656045,0.000166062,0.00001312372,0.0008033986,0.000004128603,0.00001550361,0.0006514359],"study_design_scores_gemma":[6.891479e-7,0.00003911845,0.9996806,0.000001473092,0.0000025605,0.0001121463,0.00007298058,0.00001823834,0.00004379931,0.000002609771,0.0000252945,5.270936e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997793,0.00006124235,0.00002748221,0.00001118824,0.000001103395,0.000001779821,0.00003725917,8.176855e-7,0.00007981004],"genre_scores_gemma":[0.9998074,0.0000210602,0.00001837634,0.000004829597,0.000001591852,0.000001841071,0.00004088054,4.954282e-7,0.0001036033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00294102,"threshold_uncertainty_score":0.009238005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010745356240897,"score_gpt":0.2982100631905421,"score_spread":0.2581026096281331,"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."}}