{"id":"W4385263828","doi":"10.1002/ppul.26615","title":"Pediatric intensive care unit admissions in children with respiratory technology dependence","year":2023,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Alberta Children's Hospital; Capital District Health Authority; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Pediatric intensive care unit; Medical record; Cerebral palsy; Pediatrics; Mechanical ventilation; Emergency medicine; Intensive care medicine; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009085559,0.0003592681,0.000503178,0.003339507,0.0006668589,0.0009184915,0.0008939983,0.0004781555,0.003835064],"category_scores_gemma":[0.004972894,0.0003411692,0.0005901021,0.003471489,0.0002450969,0.0005439802,0.001218425,0.0009448864,0.0004477134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479841,"about_ca_system_score_gemma":0.001631634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03073635,"about_ca_topic_score_gemma":0.04560644,"domain_scores_codex":[0.9985313,0.0002380517,0.0003122531,0.0002798888,0.0003764498,0.0002619588],"domain_scores_gemma":[0.9972944,0.0005009637,0.001537003,0.0001005172,0.0002661841,0.0003009693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000548972,0.00002642589,0.9968445,0.00004198206,0.00001587368,0.0003045324,0.0001804052,0.00008071983,0.00004091127,0.00004102887,0.0008572316,0.001511434],"study_design_scores_gemma":[0.00001297286,0.00004075378,0.9971962,0.00008971525,0.000011089,0.0006334998,0.0006126152,0.000435906,0.00006735504,0.00003471458,0.0008593478,0.000005856677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9855981,0.0005410047,0.0002461873,0.0001544664,0.00002673879,0.0004569004,0.01126105,0.00002927319,0.001686269],"genre_scores_gemma":[0.978127,0.001012361,0.002254555,0.0002058644,0.00006501615,0.001025217,0.01691971,0.00001736515,0.0003728427],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03073635,"threshold_uncertainty_score":0.06111491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07625738085841502,"score_gpt":0.3909869439879357,"score_spread":0.3147295631295206,"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."}}