{"id":"W1988025624","doi":"10.1186/s13223-015-0080-2","title":"Sensitization to workplace respiratory allergens among bakery workers in Douala, Cameroon: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pan African Thoracic Society","keywords":"Sensitization; Medicine; Cross-sectional study; Allergy; Environmental health; Logistic regression; Allergen; Immunology; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191189,0.0002192166,0.0004906239,0.0002074577,0.00008677867,0.0000350673,0.00009971479,0.0003806819,0.0001419383],"category_scores_gemma":[0.0007486198,0.0002070918,0.000108403,0.0003769721,0.0002787802,0.0001325362,0.0001505604,0.0005401555,0.0001555369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007820847,"about_ca_system_score_gemma":0.0002744347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004153561,"about_ca_topic_score_gemma":0.002586936,"domain_scores_codex":[0.9973437,0.0004057503,0.0009989534,0.00060341,0.0002931367,0.0003550962],"domain_scores_gemma":[0.9985116,0.0004043118,0.0001502862,0.0003320487,0.0002874104,0.0003143464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002587056,0.0007471273,0.9922652,0.000002570967,0.0003550283,0.0001415168,0.0002759305,0.0001860801,0.00005413296,0.0001011609,0.001159474,0.002124694],"study_design_scores_gemma":[0.004588363,0.002538611,0.9820052,0.00003360092,0.00001055148,0.00003849957,0.000992132,0.00006737383,0.000007948135,0.00005582015,0.009468739,0.0001931593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960481,0.0003963852,0.0001059645,0.0008451287,0.0007858522,0.0004530717,0.000002699127,0.00004634556,0.001316455],"genre_scores_gemma":[0.9959249,0.00003499785,0.0002303294,0.001175999,0.00041833,0.00003721296,0.00003558718,0.00002701476,0.002115625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026003,"threshold_uncertainty_score":0.8444959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05186710200211146,"score_gpt":0.3738993818997291,"score_spread":0.3220322798976176,"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."}}