{"id":"W2085902787","doi":"10.1186/1710-1492-10-s1-a59","title":"Diagnosis of nasal and eye allergies: the Allergies, Immunotherapy, and RhinoconjunctivitiS (AIRS) patient survey","year":2014,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allergy; Medicine; Dermatology; Nasal allergy; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006977916,0.0002070523,0.0003306022,0.0005456671,0.0002555392,0.0002983018,0.0003094618,0.0004385622,0.001927562],"category_scores_gemma":[0.001086932,0.0002780832,0.0002574557,0.0008196176,0.0001392133,0.0003665392,0.0004878871,0.0005738791,0.0006731235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006579,"about_ca_system_score_gemma":0.00029523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032417,"about_ca_topic_score_gemma":0.01317491,"domain_scores_codex":[0.9994393,0.0001761937,0.0001013576,0.00008821735,0.0001232334,0.00007166065],"domain_scores_gemma":[0.9990994,0.00009496068,0.0004576402,0.00004242265,0.0001415492,0.0001642417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001228372,0.00020821,0.9932487,0.00006853581,0.0000522648,0.00008929792,0.0001589984,0.00007180724,0.0004498462,0.00002181794,0.003086242,0.002421505],"study_design_scores_gemma":[0.00002450432,0.0001851126,0.9982145,0.00001027332,0.00001579269,0.0001577041,0.0001432133,0.00009123034,0.00007140627,0.000007058879,0.001075282,0.000003862311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811451,0.00020039,0.0001488545,0.0001909959,0.00001743038,0.0002188367,0.0163309,0.00001899727,0.001728472],"genre_scores_gemma":[0.9838985,0.0003691364,0.000635403,0.0005286932,0.00004790429,0.0003674773,0.01207737,0.000006533983,0.002068955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032417,"threshold_uncertainty_score":0.0205282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682649305134928,"score_gpt":0.2811792021358229,"score_spread":0.2643527090844736,"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."}}