{"id":"W4281623388","doi":"10.1016/j.arcped.2022.05.010","title":"Implementation of less-invasive surfactant administration in a Canadian neonatal intensive care unit","year":2022,"lang":"en","type":"article","venue":"Archives de Pédiatrie","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Interquartile range; Neonatal intensive care unit; Fentanyl; Laryngoscopy; Intensive care; Anesthesia; Intubation; Sedation; Gestational age; Adverse effect; Intensive care unit; Pediatrics; Emergency medicine; Pregnancy; Intensive care medicine; Surgery; 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":[0.0002170027,0.0001037307,0.0001963545,0.0005252805,0.0001369373,0.000006836948,0.0001319463,0.00002777053,0.0002338524],"category_scores_gemma":[0.0002963508,0.000117313,0.00005798016,0.0003579437,0.00007629881,0.00004172036,0.0000904156,0.0004058483,0.000004022482],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803524,"about_ca_system_score_gemma":0.01014524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.16859,"about_ca_topic_score_gemma":0.553544,"domain_scores_codex":[0.9983907,0.0002225324,0.0003262946,0.0002232333,0.0003412254,0.000495957],"domain_scores_gemma":[0.9988286,0.0003070945,0.0000932315,0.0002021561,0.0001508243,0.0004180418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009392574,0.00002237664,0.8488103,0.0005128043,0.00003001721,0.001063615,0.01993792,0.00006791009,0.003280401,0.0007741649,0.00004139625,0.1245199],"study_design_scores_gemma":[0.00317169,0.002257079,0.7444516,0.00005887472,0.00003796512,0.0001305391,0.2032764,0.0001590534,0.01757581,0.0003802585,0.0282952,0.0002055632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951212,0.001864194,0.000008847338,0.001226828,0.00004710488,0.0007316801,0.000469978,0.0000106751,0.0005194403],"genre_scores_gemma":[0.9983164,0.000181734,0.000135791,0.0008784614,0.00003196334,0.00008881212,0.000309091,0.00001969292,0.00003805939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849539,"threshold_uncertainty_score":0.9954663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558472159135511,"score_gpt":0.3772283935993524,"score_spread":0.3316436720079973,"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."}}