{"id":"W3033238378","doi":"10.1097/pec.0000000000002132","title":"Serial Clinical Scoring to Assess Transported Pediatric Patients","year":2020,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Prospective cohort study; Intensive care; Trap (plumbing); Scoring system; MEDLINE; Severity of illness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342206,0.0004624863,0.0003493466,0.001468787,0.0002917806,0.0007374395,0.0004647126,0.0002867444,0.001250903],"category_scores_gemma":[0.005717568,0.0001290299,0.0003015993,0.001262756,0.0002869482,0.0007524449,0.0005410175,0.0005617373,0.0002997995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448205,"about_ca_system_score_gemma":0.000949261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002434727,"about_ca_topic_score_gemma":0.002803884,"domain_scores_codex":[0.9989359,0.0002841854,0.0002442434,0.0001422015,0.0002869182,0.0001066494],"domain_scores_gemma":[0.996165,0.0003795972,0.002224874,0.00008616354,0.000814657,0.0003297016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005932017,0.00002529263,0.9940677,0.00003586733,0.00001956199,0.000178598,0.00007836276,0.0001227023,0.000223588,0.00002046181,0.0002811094,0.004887592],"study_design_scores_gemma":[0.00000861622,0.0003676609,0.9950695,0.00007206901,0.00003614945,0.001991116,0.0004419218,0.0006525484,0.0005472531,0.0000255102,0.0007805318,0.00000711837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935461,0.001302568,0.001634698,0.0001642918,0.00005586889,0.0001084377,0.0009090197,0.00003785091,0.002241078],"genre_scores_gemma":[0.9959621,0.0006042777,0.0021199,0.00005217902,0.00004234861,0.00007973822,0.0008786207,0.000007917872,0.0002530279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002434727,"threshold_uncertainty_score":0.007098377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035591892580234,"score_gpt":0.3623922544058861,"score_spread":0.2588330651478627,"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."}}