{"id":"W3092013511","doi":"10.1542/peds.144.2_meetingabstract.883","title":"Pre-Transport Stabilization Resource: Regional Needs Assessment","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Resource (disambiguation); Identification (biology); Process (computing); Neonatology; Medical emergency; Nursing; Process management; Business","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":[0.002762527,0.0002740026,0.0002814952,0.002576578,0.002262407,0.001624833,0.001587939,0.0005633619,0.01735849],"category_scores_gemma":[0.011061,0.0002345319,0.0005009383,0.002329106,0.000354714,0.001067035,0.003064744,0.0009353653,0.002356061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01440479,"about_ca_system_score_gemma":0.04888133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4190998,"about_ca_topic_score_gemma":0.521299,"domain_scores_codex":[0.9984444,0.0002525371,0.0002004344,0.00007561216,0.0004286123,0.0005984546],"domain_scores_gemma":[0.9899434,0.0004966827,0.0007831831,0.0001687106,0.006159522,0.002448436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002597481,0.0004220915,0.5180387,0.002183508,0.00009414075,0.00159494,0.01918296,0.001641727,0.0007447786,0.004297945,0.2595108,0.1920286],"study_design_scores_gemma":[0.0000566716,0.0002356705,0.7683216,0.001937709,0.0000667206,0.0007819507,0.05220233,0.001925591,0.0004887782,0.001001383,0.1729001,0.00008145471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6571241,0.003054617,0.00437896,0.06074493,0.0004148308,0.009816016,0.05295601,0.0006198957,0.2108906],"genre_scores_gemma":[0.9329171,0.003321261,0.01758953,0.002802418,0.0001342817,0.004979131,0.01746387,0.0001269773,0.02066547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4190998,"threshold_uncertainty_score":0.8333207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715088147459306,"score_gpt":0.2928097071876096,"score_spread":0.2756588257130165,"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."}}