{"id":"W4206371293","doi":"10.1002/ppul.25823","title":"Tracheostomies in term and preterm infants: A single‐center Canadian retrospective cohort","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Gestational age; Intubation; Retrospective cohort study; Mechanical ventilation; Subglottic stenosis; Pediatrics; Incidence (geometry); Intensive care; Cohort; Neonatal intensive care unit; Airway; Anesthesia; Surgery; Pregnancy; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000139864,0.0001383873,0.0003094892,0.0004971292,0.0001135122,0.000008932193,0.00008822248,0.00009339878,0.000269623],"category_scores_gemma":[0.00007249872,0.0001420709,0.0000421597,0.0003284223,0.00007177706,0.00005854413,0.00007108763,0.0004509396,0.000007512399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209276,"about_ca_system_score_gemma":0.0001550586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01542324,"about_ca_topic_score_gemma":0.02813223,"domain_scores_codex":[0.9987956,0.00005915456,0.0002319775,0.0003552744,0.0001258687,0.0004321107],"domain_scores_gemma":[0.9995463,0.0000321156,0.00005878517,0.0001632268,0.000021285,0.000178221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190572,0.0001663381,0.9951598,0.00002167434,0.00001684425,0.0001613722,0.0004851915,0.000001148152,0.00005641536,0.00005097211,0.0003517744,0.003409402],"study_design_scores_gemma":[0.001217756,0.0004493108,0.9953803,0.000002410268,0.00005517966,0.0003185889,0.0002096852,0.00002829939,0.00000520685,0.0002030195,0.001993129,0.0001370728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902135,0.001360878,0.000001354165,0.002345162,0.0001979311,0.0004179358,0.0000693742,0.00004025223,0.005353576],"genre_scores_gemma":[0.9984658,0.0002868439,0.00004029987,0.0006569467,0.0001173326,0.0001165745,0.00005044913,0.00001822784,0.0002475178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012709,"threshold_uncertainty_score":0.9911332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007656072018293299,"score_gpt":0.2199440615055054,"score_spread":0.2122879894872121,"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."}}