{"id":"W4206952379","doi":"10.1097/pec.0000000000002628","title":"Severity of Illness Scoring for Pediatric Interfacility Transport","year":2022,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Triage; Early warning score; Severity of illness; Emergency medicine; MEDLINE; Illness severity; Medical emergency; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002920824,0.000274298,0.0001885665,0.001509519,0.0003200083,0.0003863141,0.0003893226,0.0001949042,0.002273713],"category_scores_gemma":[0.01188566,0.0001006007,0.0003201233,0.001448015,0.0002175031,0.0006740373,0.0008478428,0.000510389,0.0002307867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000771937,"about_ca_system_score_gemma":0.001616054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006121128,"about_ca_topic_score_gemma":0.008263575,"domain_scores_codex":[0.997952,0.0007632442,0.0003765085,0.0001348314,0.0005684274,0.0002049268],"domain_scores_gemma":[0.9902781,0.001269404,0.005346762,0.0002430163,0.00203378,0.0008290218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001813957,0.00002990078,0.9924598,0.00003260989,0.00001032539,0.00002036227,0.0002295216,0.00009355913,0.00007902255,0.0000342173,0.0005542569,0.006438214],"study_design_scores_gemma":[0.000002419263,0.0001024201,0.9983164,0.00005723675,0.000004911855,0.0001189015,0.0004390223,0.0002517181,0.00008300274,0.00001811032,0.000603009,0.000002819114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924603,0.0005146824,0.001719896,0.0005245522,0.00003970327,0.0002297852,0.001247096,0.00002728378,0.003236621],"genre_scores_gemma":[0.9962862,0.0002223372,0.00216644,0.00006068316,0.00002361296,0.00017526,0.0008931945,0.000005227173,0.0001669585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006121128,"threshold_uncertainty_score":0.01544696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357270591024779,"score_gpt":0.2881472389675628,"score_spread":0.264574533057315,"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."}}