{"id":"W2927190742","doi":"10.1186/s13223-019-0320-y","title":"Retrospective analysis of aeroallergen’s sensitization patterns in Edmonton, Canada","year":2019,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University","funders":"","keywords":"Aeroallergen; Medicine; Atopy; Sensitization; Asthma; Allergy; Dermatology; Allergen; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003995335,0.0003620371,0.0003267908,0.002150142,0.001608021,0.0007297043,0.0009389525,0.0003749309,0.001688831],"category_scores_gemma":[0.001028476,0.000451537,0.0003188711,0.004034727,0.0006294603,0.0002473868,0.0008414335,0.000424393,0.0001961456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137211,"about_ca_system_score_gemma":0.01251327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9329593,"about_ca_topic_score_gemma":0.9618416,"domain_scores_codex":[0.9991539,0.00004778272,0.00006979874,0.0001656202,0.0003000445,0.0002628691],"domain_scores_gemma":[0.998374,0.0001079399,0.0003808741,0.00005497409,0.0007117912,0.0003703866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002979237,0.00001566333,0.9974645,0.00002512876,0.00001708092,0.0004256799,0.0002231557,0.00003269635,0.0002334374,0.00001808901,0.0003183884,0.001196331],"study_design_scores_gemma":[0.000002516152,0.00002145497,0.9985797,0.00001966923,0.000009291851,0.0003191267,0.000504227,0.00005472793,0.00006189958,0.000004091029,0.0004196412,0.000003595875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957131,0.0007987631,0.00006114323,0.00008170937,0.000008439934,0.00005156713,0.001899853,0.000008024599,0.001377363],"genre_scores_gemma":[0.99763,0.0005350694,0.0001216058,0.0001074528,0.000005404931,0.00001898353,0.001077571,0.000003350498,0.0005007223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06704074,"threshold_uncertainty_score":0.1348711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008616766793988744,"score_gpt":0.2637083681754743,"score_spread":0.2550916013814855,"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."}}