{"id":"W2318704777","doi":"10.1097/pec.0b013e3182627ce5","title":"The Role of Physician Assistants in a Pediatric Emergency Department","year":2012,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Pediatric emergency medicine; Complaint; Presentation (obstetrics); Emergency physician; Family medicine; Medical emergency; Triage; Categorization; Resuscitation; Emergency medicine; Pediatrics; Nursing; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007623888,0.0002300374,0.0002827664,0.0001602408,0.0007405419,0.000003347269,0.0003458396,0.0001679583,0.0008131937],"category_scores_gemma":[0.0002011196,0.0001739504,0.0001279752,0.001045605,0.00001361801,0.0002780007,0.0001146946,0.0005348729,0.000234327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379393,"about_ca_system_score_gemma":0.0001955325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002742092,"about_ca_topic_score_gemma":0.0006399113,"domain_scores_codex":[0.9967257,0.0005509525,0.001016905,0.0002594293,0.0004713353,0.0009756244],"domain_scores_gemma":[0.998148,0.0002667126,0.0006934179,0.0004560937,0.0002554414,0.0001803079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004326581,0.0001523376,0.9734856,0.0002651413,0.00001148805,5.151348e-7,0.006820077,0.000002576103,0.00001830136,0.0004592102,0.01437193,0.004369542],"study_design_scores_gemma":[0.0003023653,0.00006589104,0.8993061,0.000008274265,0.0002319523,1.758375e-7,0.01631431,0.000007756472,0.00001559021,0.0007848913,0.082707,0.0002557352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275511,0.1191411,0.000004032931,0.0002050499,0.007162755,0.0006343166,0.00006253081,0.00004506692,0.04519404],"genre_scores_gemma":[0.961684,0.03374534,0.00005076884,0.00002399239,0.003643107,0.0001755456,0.00002571034,0.00003762574,0.0006139452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1341329,"threshold_uncertainty_score":0.8903901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397953052700872,"score_gpt":0.3809899465675918,"score_spread":0.357010416040583,"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."}}