{"id":"W3170067034","doi":"10.1002/clt2.12033","title":"Allergen immunotherapy for respiratory allergy: Quality appraisal of observational comparative effectiveness studies using the REal Life Evidence AssessmeNt Tool. An EAACI methodology committee analysis","year":2021,"lang":"en","type":"article","venue":"Clinical and Translational Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"European Academy of Allergy and Clinical Immunology","keywords":"Observational study; Medicine; Randomized controlled trial; Critical appraisal; Intensive care medicine; Quality of life (healthcare); Guideline; Discontinuation; Medical physics; Alternative medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004439104,0.0002061551,0.001158919,0.00006844741,0.000263841,0.0000188083,0.00009951172,0.000170758,0.00006887084],"category_scores_gemma":[0.0009829756,0.0001516962,0.0004383466,0.0003525481,0.0005108907,0.0001750259,0.00003220711,0.0002139292,2.611795e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001798557,"about_ca_system_score_gemma":0.0005772072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006120543,"about_ca_topic_score_gemma":0.0004944256,"domain_scores_codex":[0.9943416,0.003278624,0.00127265,0.0004998592,0.0004347228,0.0001725128],"domain_scores_gemma":[0.9813736,0.0165062,0.0003605548,0.0002999865,0.001356096,0.0001035591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01018864,0.002212742,0.6487004,0.0004177542,0.04619895,0.00003003573,0.005104942,0.03439807,0.01041796,0.2342478,0.0001847,0.007897987],"study_design_scores_gemma":[0.002284633,0.0003681587,0.9688658,0.00007159095,0.000363452,0.00000375308,0.0007284042,0.0226682,0.00009507842,0.002957057,0.001422564,0.0001713287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8287544,0.003181069,0.1655569,0.00177575,0.0002204639,0.0003714584,0.00004904492,0.00001735157,0.00007362785],"genre_scores_gemma":[0.9611658,0.00176378,0.03545966,0.0009209953,0.000289182,0.00004980431,0.0003093283,0.00001528204,0.00002617866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3201653,"threshold_uncertainty_score":0.6185992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6734446515045779,"score_gpt":0.5874305871483578,"score_spread":0.08601406435622005,"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."}}