{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008453014,0.0005811849,0.0006179473,0.001535228,0.002594381,0.001240999,0.001449985,0.0006212063,0.001292616],"category_scores_gemma":[0.001801602,0.0008107708,0.0007131756,0.00271403,0.0005906606,0.000460319,0.001023414,0.0007916797,0.0002164516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007176118,"about_ca_system_score_gemma":0.01085063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8088943,"about_ca_topic_score_gemma":0.8317525,"domain_scores_codex":[0.9988962,0.00005556386,0.00006915793,0.0002724635,0.0003658674,0.0003405951],"domain_scores_gemma":[0.9983192,0.0001038157,0.000658104,0.0001092287,0.0004492967,0.0003602931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007011575,0.00002530552,0.9976642,0.00002065855,0.00004459226,0.0003660452,0.0001872119,0.00002980013,0.0001619276,0.00002903462,0.000267309,0.001133804],"study_design_scores_gemma":[0.00001358121,0.00008811068,0.9976208,0.00003583842,0.00004530336,0.0008431227,0.0006859947,0.0001489385,0.00005295893,0.00001377597,0.0004401866,0.0000115988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975598,0.0004236051,0.00009464099,0.00005212112,0.000007058894,0.00006574454,0.001272243,0.000004171171,0.0005207643],"genre_scores_gemma":[0.9976653,0.0006408877,0.000178537,0.00006575864,0.00001016284,0.00004118054,0.001158281,0.000005062924,0.0002349557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911057,"threshold_uncertainty_score":0.3844624,"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."}}