{"id":"W2132191899","doi":"10.1016/j.ijmedinf.2007.01.004","title":"Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain","year":2007,"lang":"en","type":"article","venue":"International Journal of Medical Informatics","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dr. Everett Chalmers Regional Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Triage; Medicine; Emergency department; Prospective cohort study; Medical emergency; Emergency medicine; Gold standard (test); Abdominal pain; Surgery; Nursing","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":[0.008707087,0.0005311308,0.000574546,0.001395037,0.0007470709,0.001399434,0.0009912036,0.0007933106,0.002274258],"category_scores_gemma":[0.02673769,0.0004340002,0.0004987624,0.001280592,0.0006903473,0.001887067,0.001447199,0.0009617094,0.0008924744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370407,"about_ca_system_score_gemma":0.001891514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009110085,"about_ca_topic_score_gemma":0.008421953,"domain_scores_codex":[0.9944418,0.003057578,0.0006801656,0.0006853433,0.0007948787,0.0003401449],"domain_scores_gemma":[0.9772601,0.008228482,0.002654286,0.001520432,0.007857973,0.002478817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005418513,0.002803389,0.9772849,0.00007694688,0.0001243106,0.0001511294,0.0007618715,0.0006298747,0.001184951,0.000109306,0.0006317375,0.01082299],"study_design_scores_gemma":[0.0008632221,0.01749845,0.9680783,0.00003563568,0.0001529408,0.000412121,0.001601329,0.009070403,0.001291491,0.00006638659,0.0008965015,0.00003337386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981616,0.00003526988,0.0003347156,0.00007096942,0.00001297669,0.0002920447,0.0007202568,0.00003239208,0.0003397826],"genre_scores_gemma":[0.9965696,0.0000303002,0.001413971,0.00006555356,0.00001911901,0.0002590973,0.001430218,0.00001267097,0.0001994509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009110085,"threshold_uncertainty_score":0.04604805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311501834790901,"score_gpt":0.3808040511522656,"score_spread":0.3476890328043566,"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."}}