{"id":"W2894731448","doi":"10.1002/lary.27438","title":"Appropriateness Criteria for Surgery in the Management of Adult Recurrent Acute Rhinosinusitis","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Endoscopic sinus surgery; Chronic rhinosinusitis; Endoscopy; Sinusitis; Delphi method; 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":[0.06675154,0.0006607528,0.001119865,0.004065494,0.001804136,0.003124857,0.001626109,0.001679715,0.003394119],"category_scores_gemma":[0.1681247,0.0003346931,0.002081074,0.002085944,0.002470273,0.001619226,0.003198467,0.001709007,0.0009587932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016495,"about_ca_system_score_gemma":0.007140405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405743,"about_ca_topic_score_gemma":0.003659162,"domain_scores_codex":[0.8746868,0.08149172,0.02580242,0.001608942,0.01466814,0.001741846],"domain_scores_gemma":[0.8451418,0.08409449,0.03013979,0.002981424,0.03351843,0.004124119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002370885,0.0004533049,0.5909999,0.01199269,0.0009372129,0.001817043,0.01056816,0.006685949,0.00256131,0.01722736,0.04984189,0.3045442],"study_design_scores_gemma":[0.00103922,0.004594586,0.6616583,0.04049539,0.001302855,0.01265564,0.03655999,0.02844992,0.004682334,0.03807664,0.1696235,0.0008616512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5935141,0.09571858,0.09907255,0.05617908,0.002800435,0.01979837,0.004351648,0.0002701659,0.128295],"genre_scores_gemma":[0.9046885,0.003598298,0.08264612,0.002260332,0.0003539543,0.004578267,0.001102792,0.00003953629,0.0007322021],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06675154,"threshold_uncertainty_score":0.3530201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03894684805980773,"score_gpt":0.3351170414897522,"score_spread":0.2961701934299445,"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."}}