{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364255,0.0001735941,0.00009787225,0.0006212706,0.0007995291,0.0004636883,0.000402998,0.0001971245,0.001575619],"category_scores_gemma":[0.0003975019,0.0001251982,0.0001019943,0.0005464121,0.0002541191,0.0001406959,0.0004186236,0.0002231951,0.0001895541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548814,"about_ca_system_score_gemma":0.002120485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7236667,"about_ca_topic_score_gemma":0.84432,"domain_scores_codex":[0.9998277,0.00001459168,0.000004970202,0.00001980094,0.00007352164,0.00005923127],"domain_scores_gemma":[0.9997187,0.00002567734,0.00007953048,0.000008282755,0.00007789886,0.00008985431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003646661,0.00004777755,0.9958573,0.00001137185,0.000006504235,0.00007182075,0.0006236906,0.00004704903,0.0004065376,0.00001337079,0.0002031574,0.002674992],"study_design_scores_gemma":[8.538021e-7,0.00003765849,0.9989055,0.000005725674,0.00000289754,0.00002906229,0.000758975,0.00004603787,0.00003393949,0.0000051612,0.0001729236,0.000001208022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998943,0.0001279372,0.00003393265,0.00003586567,0.00000168605,0.000007873045,0.0001822542,0.000002577336,0.0006649503],"genre_scores_gemma":[0.9986619,0.0001380438,0.00007913833,0.00002390633,0.000002021063,0.000004813219,0.000188357,5.976825e-7,0.0009011515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2763333,"threshold_uncertainty_score":0.5559214,"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."}}