{"id":"W2155185169","doi":"10.1136/emj.19.6.536","title":"The PATRIARCH Study. Using outcome measures for league tables: Can a North American prediction of admission score be used in a United Kingdom children's emergency department?","year":2002,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Emergency department; Attendance; League; Population; Emergency medicine; Test (biology); Family medicine; Medical emergency; Pediatrics; Environmental health; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00259009,0.0003449634,0.0003288277,0.00117002,0.0003115795,0.0008561136,0.0005216554,0.0005066468,0.00173021],"category_scores_gemma":[0.01489348,0.0002810147,0.000316978,0.001096693,0.0004089996,0.001065432,0.000777993,0.0008209868,0.000351918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121371,"about_ca_system_score_gemma":0.0005827628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132522,"about_ca_topic_score_gemma":0.01049056,"domain_scores_codex":[0.9984239,0.0007715629,0.0001646439,0.0001820466,0.0003368453,0.0001210129],"domain_scores_gemma":[0.992404,0.001500571,0.004108188,0.0004572576,0.0006569953,0.0008728995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001390395,0.0000228604,0.9955367,0.00002924849,0.00006193287,0.0000530932,0.0001141403,0.00003149589,0.00002323836,0.00006284616,0.0009581406,0.002967202],"study_design_scores_gemma":[0.00005129691,0.0001425617,0.9986458,0.00005089426,0.00003354311,0.0001630021,0.0001765156,0.0001519548,0.00003055734,0.0000319147,0.0005173701,0.000004538956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917942,0.002055847,0.00034027,0.001130002,0.00005919867,0.0001143843,0.001698742,0.00001459632,0.002792685],"genre_scores_gemma":[0.9976877,0.0004297252,0.0003219736,0.0001374821,0.00004501375,0.0001090753,0.0008917761,0.000004365619,0.0003729259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132522,"threshold_uncertainty_score":0.02251858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504526876760982,"score_gpt":0.3729731943070241,"score_spread":0.2225205066309258,"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."}}