{"id":"W2120648561","doi":"10.1016/j.anai.2014.12.011","title":"Year in review: upper respiratory diseases","year":2015,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Asthma; Allergy; Population; Nasal congestion; Immunology; Pediatrics; Intensive care medicine; Nose; Environmental health; Surgery","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":[0.00266588,0.002881528,0.006047313,0.01238533,0.001516053,0.008530156,0.002332034,0.006415829,0.02285194],"category_scores_gemma":[0.01064547,0.001397201,0.001911032,0.007768254,0.001617007,0.006359974,0.003385628,0.00590338,0.01382443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036778,"about_ca_system_score_gemma":0.004463939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688164,"about_ca_topic_score_gemma":0.005274512,"domain_scores_codex":[0.9973169,0.0003552515,0.0008561693,0.0003265283,0.0007804916,0.0003646471],"domain_scores_gemma":[0.9883356,0.002619458,0.002617405,0.0002726007,0.003858621,0.00229637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001667419,0.00005405222,0.0007227249,0.01830339,0.0002696769,0.0005153046,0.0000365218,0.00009762525,0.0002827624,0.0003968359,0.8511748,0.1279795],"study_design_scores_gemma":[0.00008386333,0.0001061468,0.002322156,0.01778094,0.0004612791,0.002538725,0.000111815,0.0000551889,0.0001072925,0.0004309746,0.9759551,0.00004652795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001513572,0.7456482,0.00007785863,0.007801119,0.243912,0.0000308597,0.0001393413,0.00002901598,0.002210256],"genre_scores_gemma":[0.002231073,0.6613142,0.000245753,0.0208474,0.3067045,0.0000590473,0.0003884954,0.00003917648,0.008170323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02285194,"threshold_uncertainty_score":0.07644737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462750271415365,"score_gpt":0.3229013707367966,"score_spread":0.2682738680226429,"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."}}