{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000414254,0.0000928866,0.000562455,0.0002607339,0.0000254351,0.000003211854,0.00004194152,0.00005337958,0.00005710765],"category_scores_gemma":[0.0001068269,0.00007917357,0.0001160301,0.0001775221,0.00003635001,0.00006173936,0.0000632296,0.0002826898,3.209102e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153792,"about_ca_system_score_gemma":0.001070448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01732803,"about_ca_topic_score_gemma":0.416538,"domain_scores_codex":[0.998364,0.0001675588,0.000887198,0.0001423284,0.0002755603,0.0001633548],"domain_scores_gemma":[0.9992382,0.0002546183,0.0001741039,0.00007657321,0.0001520613,0.0001044319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004603475,0.0006342109,0.9890402,0.000108553,0.0001566805,0.006902552,0.0001932226,0.000003147383,0.00001820716,0.000004607582,0.0006808317,0.001797421],"study_design_scores_gemma":[0.002458466,0.0002677178,0.9945675,0.0002824037,0.00004983419,0.0004521632,0.001101172,0.00001289667,0.00002115748,0.000007348945,0.0007182001,0.00006119552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965701,0.00203235,1.51449e-7,0.0005947661,0.0003270224,0.0001178091,0.000003749505,0.000001325015,0.0003526861],"genre_scores_gemma":[0.9989123,0.0004288075,0.00002675143,0.0004712828,0.00008454329,0.000002517905,0.000006129612,0.000005831839,0.00006182517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992099,"threshold_uncertainty_score":0.9892157,"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."}}