{"id":"W3015537787","doi":"10.1016/j.arcped.2020.03.011","title":"Tracheostomy, respiratory support, and developmental outcomes in neonates with severe lung diseases: Retrospective study in one center","year":2020,"lang":"en","type":"article","venue":"Archives de Pédiatrie","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Centre hospitalier universitaire Sainte-Justine","keywords":"Medicine; Pediatrics; Tracheitis; Mechanical ventilation; Retrospective cohort study; Pediatric intensive care unit; Intensive care unit; Surgery; Intensive care medicine; Bronchitis; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000797681,0.0004192604,0.00069701,0.001377233,0.001155715,0.0009894369,0.0005721805,0.0006355207,0.001271263],"category_scores_gemma":[0.002156017,0.0004436226,0.0006912938,0.001836496,0.0006673609,0.0006596043,0.001006038,0.0006866571,0.0002398636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000810402,"about_ca_system_score_gemma":0.001074844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006293539,"about_ca_topic_score_gemma":0.006235773,"domain_scores_codex":[0.9990067,0.0002215858,0.0001671321,0.0002556328,0.000138195,0.0002109148],"domain_scores_gemma":[0.9979522,0.0004230801,0.0007441999,0.0001466707,0.0002421461,0.00049165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005032281,0.00004821114,0.9986933,0.000007901537,0.00003285128,0.000425221,0.0001174964,0.0000232894,0.0001010423,0.00001393924,0.0000274478,0.0004590012],"study_design_scores_gemma":[0.00001095397,0.0004282028,0.9931942,0.00002285388,0.00008213649,0.003017172,0.00277011,0.0001233392,0.0001533084,0.00002238459,0.0001605788,0.00001470249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995408,0.0001381237,0.00003866677,0.00001125307,0.000002522338,0.000005502383,0.00008581635,0.000001211014,0.0001760829],"genre_scores_gemma":[0.9995226,0.0001311653,0.00007355108,0.00002435873,0.000009467869,0.000008187438,0.0001792094,0.000001957292,0.00004971284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006293539,"threshold_uncertainty_score":0.01251382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144713702823117,"score_gpt":0.2458638666543647,"score_spread":0.231392496372053,"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."}}