{"id":"W3119741220","doi":"10.22541/au.160995677.76619045/v1","title":"Adenotonsillectomy, Bronchoscopy and Bronchoalveolar Lavage in the Management of Preschool Children with Severe Asthma","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Bronchoalveolar lavage; Asthma; Retrospective cohort study; Poisson regression; Bronchoscopy; Pediatrics; Emergency department; Internal medicine; Surgery; Lung; Population","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":[0.001042714,0.0002628769,0.0003984886,0.000573051,0.000343353,0.0002694917,0.0003359661,0.000439055,0.0007009619],"category_scores_gemma":[0.002227694,0.0001605891,0.0004164991,0.0004389434,0.0004160544,0.000279241,0.0002718986,0.0002701951,0.00004786187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092826,"about_ca_system_score_gemma":0.0006255565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419338,"about_ca_topic_score_gemma":0.004366547,"domain_scores_codex":[0.9992016,0.0003654247,0.0000922344,0.0001224476,0.0001519139,0.00006648884],"domain_scores_gemma":[0.9991492,0.000300811,0.0003853205,0.00002234015,0.00002808742,0.0001141669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008452734,0.0001287195,0.9801441,0.0002014866,0.0001399552,0.00276055,0.0001221484,0.00009876194,0.001160866,0.00004370593,0.0001460791,0.01420836],"study_design_scores_gemma":[0.00005994322,0.001785825,0.9831125,0.0001481863,0.000149505,0.0131031,0.0005814372,0.0002618,0.0003369044,0.00003548123,0.0004160519,0.000009264257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888492,0.01061248,0.0001396179,0.00009389433,0.00001682229,0.00001667954,0.00002672869,0.000005977569,0.0002385756],"genre_scores_gemma":[0.9982997,0.001271612,0.0003180957,0.00002083739,0.00001858816,0.000007964501,0.00003014349,6.450862e-7,0.00003249224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002419338,"threshold_uncertainty_score":0.005514443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007154078340024361,"score_gpt":0.2473671820084216,"score_spread":0.2402131036683973,"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."}}