{"id":"W2102974938","doi":"10.1016/j.prrv.2008.09.001","title":"Ventilatory strategies in the neonatal and paediatric intensive care units","year":2008,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Ventilation (architecture); Intensive care medicine; Intensive care; Neonatal intensive care unit; Intensive care unit; High-frequency ventilation; Paediatric intensive care unit; Pediatrics; Anesthesia; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001378253,0.001274658,0.004505511,0.001242491,0.0002422189,0.0001193657,0.0007184467,0.0008740842,0.0000726365],"category_scores_gemma":[0.0009208531,0.0007859852,0.001152547,0.003196928,0.0002378692,0.0003041798,0.0002429596,0.001990572,0.0003641112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250172,"about_ca_system_score_gemma":0.002961845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007527892,"about_ca_topic_score_gemma":0.00001575873,"domain_scores_codex":[0.9934349,0.001254526,0.002465085,0.001198336,0.0008035069,0.0008436454],"domain_scores_gemma":[0.9958593,0.0003892157,0.001229835,0.001475292,0.0006412529,0.0004051486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001759214,0.00002377176,0.0004990842,0.02624377,0.00006203131,0.001262365,0.001679784,8.156101e-8,2.202662e-7,0.00008119956,0.01217117,0.9579589],"study_design_scores_gemma":[0.0006764147,0.0004168457,0.00009777821,0.003939777,0.001592781,0.0007684832,0.003740015,2.843002e-7,4.008066e-7,0.00001267393,0.9880677,0.0006868459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002579394,0.992462,0.000008796694,0.00001508778,0.0006550769,0.00548796,0.00005351465,0.00007375117,0.0009858174],"genre_scores_gemma":[0.00004472074,0.9947455,0.00006003372,0.002040963,0.001726434,0.0009402468,0.000199434,0.0001484819,0.0000942175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9758965,"threshold_uncertainty_score":0.9995805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071597632226178,"score_gpt":0.3486961580786058,"score_spread":0.241536394855988,"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."}}