{"id":"W4297463283","doi":"10.1093/occmed/kqac101","title":"Flour exposure, sensitization and respiratory health among Alberta trainee bakers","year":2022,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Asthma; Sensitization; Spirometry; Allergy; Environmental health; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006037972,0.0001815577,0.0003525179,0.0002721188,0.0003762965,0.000007309096,0.00005768201,0.00004667319,0.001286524],"category_scores_gemma":[0.000367551,0.0001637831,0.00004948098,0.0003939354,0.0001598085,0.000102649,0.00005162388,0.0002603806,0.00001093571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501421,"about_ca_system_score_gemma":0.0003809867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004907729,"about_ca_topic_score_gemma":0.0001647053,"domain_scores_codex":[0.9979575,0.0001533535,0.0004903067,0.0003521719,0.0008078122,0.0002388212],"domain_scores_gemma":[0.9988762,0.0003002147,0.0001966588,0.0002092107,0.0001430794,0.000274664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009978898,0.0002576151,0.8737588,0.0001654934,0.000139838,0.00006165927,0.002196061,0.0003001499,0.00152443,0.01190502,0.09364863,0.01504442],"study_design_scores_gemma":[0.002994536,0.001674429,0.95324,0.00009044127,0.00004175678,0.0001340016,0.0004670148,0.0006612484,0.00003101354,0.0003401174,0.04016513,0.0001603547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491169,0.001454983,0.0008650011,0.0393488,0.0005864431,0.0008970193,0.00007757006,0.00008144195,0.007571779],"genre_scores_gemma":[0.9834492,0.00001983278,0.0004913594,0.01238245,0.0007157178,0.00006181697,0.0008477086,0.00003002581,0.002001931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07948116,"threshold_uncertainty_score":0.9996265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530522766302485,"score_gpt":0.2988746423315292,"score_spread":0.2735694146685043,"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."}}