{"id":"W4404126548","doi":"10.1097/pec.0000000000003289","title":"Caregiver Accompaniment in Pediatric Critical Care Transport","year":2024,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Intensive care; Critical illness; Intensive care medicine; Critically ill","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002096392,0.0004348024,0.0004514178,0.0007826263,0.0004200449,0.000009751147,0.0003868461,0.0004729643,0.002366669],"category_scores_gemma":[0.0005807758,0.0004162982,0.0003138213,0.001715349,0.00003711309,0.0002451706,0.0001160262,0.001456459,0.001062785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006350065,"about_ca_system_score_gemma":0.00082572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005226756,"about_ca_topic_score_gemma":0.0007469899,"domain_scores_codex":[0.9959707,0.0003455577,0.001144473,0.0008515066,0.0006581957,0.001029589],"domain_scores_gemma":[0.9963326,0.0008476208,0.00008334762,0.0004659038,0.001976866,0.0002936595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002931269,0.00002773675,0.8604447,0.006327343,0.00001066693,0.0002568058,0.0719967,0.00002545063,0.000003765475,0.0009111904,0.05944767,0.0005187109],"study_design_scores_gemma":[0.001362127,0.000515922,0.6410354,0.0005577133,0.001147753,0.000006115743,0.2728503,0.00005816401,0.00001780302,0.0003468673,0.08025071,0.001851183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124114,0.1094634,0.00007387173,0.0003361429,0.03606196,0.001125092,0.0005753239,0.0004527186,0.03950011],"genre_scores_gemma":[0.9882622,0.00611165,0.00006172678,0.0002969704,0.003958805,0.0003261657,0.0003890985,0.0000901107,0.0005032319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2194093,"threshold_uncertainty_score":0.9998289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06344641365261282,"score_gpt":0.4135994900944557,"score_spread":0.3501530764418428,"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."}}