{"id":"W2037394812","doi":"10.1067/mai.2001.115486","title":"Changes in sputum cell counts after exposure to occupational agents: What do they mean?","year":2001,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Methacholine; Medicine; Sputum; Eosinophil; Asthma; Inhalation; Occupational asthma; Inflammation; Eosinophil cationic protein; Immunology; Internal medicine; Airway; Respiratory disease; Anesthesia; Pathology; Lung; Tuberculosis","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":[0.004329999,0.0007333122,0.00290752,0.001019931,0.0005485535,0.00262294,0.001152004,0.004258162,0.002629297],"category_scores_gemma":[0.0201458,0.0004293687,0.001509155,0.00129407,0.001552092,0.00253708,0.0006230082,0.002613902,0.001071092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005597443,"about_ca_system_score_gemma":0.0005573297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062873,"about_ca_topic_score_gemma":0.002268695,"domain_scores_codex":[0.9969237,0.0006903799,0.0005345098,0.0003341418,0.0012155,0.0003016912],"domain_scores_gemma":[0.978649,0.01283716,0.00460419,0.0005986352,0.002272908,0.001038091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005753626,0.0006650074,0.7937219,0.001566489,0.001045145,0.001711334,0.00127214,0.0003120337,0.002328121,0.0007994966,0.01024066,0.1805842],"study_design_scores_gemma":[0.00009279716,0.0009394463,0.9884927,0.0003505162,0.0005872939,0.002665548,0.0006938302,0.0005048285,0.0006305039,0.001004512,0.003958496,0.00007949307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114918,0.2327339,0.004460343,0.02921203,0.006286076,0.0001348784,0.001420936,0.0003982505,0.01386176],"genre_scores_gemma":[0.9594356,0.0245397,0.001662224,0.004159545,0.007507358,0.00009026686,0.0005396106,0.00005914068,0.00200658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004329999,"threshold_uncertainty_score":0.02289945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286611798318374,"score_gpt":0.3347087350880695,"score_spread":0.3060475552562321,"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."}}