{"id":"W3031333050","doi":"10.1111/1742-6723.13541","title":"Shetty test in ankle and foot trauma: An emergency department pilot study assessing specificity and sensitivity","year":2020,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; McNemar's test; Triage; Foot (prosody); Emergency department; Ankle; Test (biology); Physical therapy; Emergency medicine; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001201355,0.0003418715,0.0006575106,0.0001642628,0.0001520813,0.000007405338,0.00003991807,0.00007892272,0.001082367],"category_scores_gemma":[0.0009045592,0.0002779881,0.00004580607,0.0006029283,0.000164052,0.0003444235,0.00004714071,0.0004201075,0.000005614762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004307155,"about_ca_system_score_gemma":0.00004720916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003388572,"about_ca_topic_score_gemma":0.0005104822,"domain_scores_codex":[0.9971218,0.0003228674,0.0009365482,0.0007522778,0.0004717914,0.0003946882],"domain_scores_gemma":[0.9987145,0.0001789545,0.000148134,0.0002755217,0.0001059375,0.0005769336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001754095,0.001996598,0.9683263,0.0001992732,0.00004152724,0.0002185346,0.003613739,0.000003610114,0.01479404,0.00001413492,0.001063232,0.009553582],"study_design_scores_gemma":[0.001773411,0.009365072,0.9807593,0.00008378556,0.0001754032,0.00005521187,0.006284603,0.0004164462,0.0002436296,0.0000423816,0.0005569491,0.0002438146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914519,0.0004265223,0.00006577667,0.004831562,0.0006217242,0.00114535,0.000008566787,0.00008841892,0.001360204],"genre_scores_gemma":[0.9983264,0.0003446832,0.0001465562,0.00007906047,0.0007460184,0.00002885333,0.00003522663,0.00003214523,0.0002611183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455041,"threshold_uncertainty_score":0.9999672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0840329341077689,"score_gpt":0.3516780264534273,"score_spread":0.2676450923456584,"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."}}