{"id":"W3177874450","doi":"10.1186/s40463-021-00503-3","title":"A national study of choanal atresia in tertiary care centers in Canada – part II: Clinical management","year":2021,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Congenital Ear and Nasal Anomalies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; McGill University; McGill University Health Centre; University of Toronto; Western University; Montreal Children's Hospital; Stollery Children's Hospital; Izaak Walton Killam Health Centre; BC Children's Hospital; Dalhousie University; Alberta Hospital Edmonton; University of British Columbia; University of Alberta Hospital; London Health Sciences Centre","funders":"University of Toronto; Dalhousie University; University of Alberta; McGill University","keywords":"Medicine; Choanal atresia; Tertiary care; Surgery; Restenosis; Stent; Atresia; Retrospective cohort study; General surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004443103,0.0003345732,0.0003424418,0.001910378,0.001887114,0.0009435325,0.0008939438,0.0004243855,0.001567414],"category_scores_gemma":[0.001681797,0.0003738019,0.0003019575,0.004581463,0.000707818,0.0003985756,0.0009702256,0.0005018392,0.0002301286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01472953,"about_ca_system_score_gemma":0.01406376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.904117,"about_ca_topic_score_gemma":0.9370134,"domain_scores_codex":[0.9990559,0.00005555007,0.00008999028,0.0001355037,0.0003389578,0.0003240186],"domain_scores_gemma":[0.99664,0.0001485298,0.001241582,0.00007807213,0.001084991,0.0008068984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001133228,0.00001646712,0.9986143,0.00001288493,0.000008182604,0.0001247869,0.0001795804,0.00002101638,0.00007701003,0.00001381608,0.0001845628,0.0007359419],"study_design_scores_gemma":[0.000001548305,0.0000167208,0.9988284,0.00001225718,0.00000402067,0.00022166,0.0006025,0.00004250597,0.00002394825,0.000004461686,0.0002394744,0.000002525336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957017,0.0004585712,0.00005656092,0.0001425775,0.000004637581,0.00006381405,0.002214275,0.000006027758,0.001351862],"genre_scores_gemma":[0.9977725,0.0003180572,0.0001634348,0.00009242136,0.00000712289,0.00002674343,0.001397379,0.000003158591,0.0002191795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09588295,"threshold_uncertainty_score":0.1928952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358861444686618,"score_gpt":0.2919428511894656,"score_spread":0.2683542367425994,"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."}}