{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006235759,0.001144979,0.0017385,0.006139892,0.0009556731,0.00001624665,0.001697582,0.008538822,0.0003830745],"category_scores_gemma":[0.002812539,0.001023038,0.0001975832,0.005875532,0.0001796986,0.0001587195,0.001001523,0.01976036,0.003265131],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007563462,"about_ca_system_score_gemma":0.008045911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008623579,"about_ca_topic_score_gemma":0.001025143,"domain_scores_codex":[0.9901937,0.001696177,0.001975739,0.002032656,0.0007752809,0.003326435],"domain_scores_gemma":[0.9929882,0.001438823,0.001447224,0.00164403,0.001956813,0.0005248522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003824987,0.00001485134,0.6368171,0.0007442736,0.00002573372,0.0009687847,0.0005471196,0.00000234649,1.225724e-7,0.00001282428,0.360413,0.0004155542],"study_design_scores_gemma":[0.002940355,0.0007429576,0.626407,0.0002323009,0.0008558151,0.000115628,0.007180051,0.000004536823,5.393368e-7,0.0005050013,0.3590241,0.00199168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5133578,0.02010015,0.00004692767,0.4509875,0.004576653,0.006916254,0.0009544769,0.002269813,0.0007904128],"genre_scores_gemma":[0.1130387,0.01796115,0.0003050116,0.7808053,0.07490825,0.003121969,0.003086727,0.001127209,0.005645684],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4003191,"threshold_uncertainty_score":0.999222,"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."}}