{"id":"W4399762603","doi":"10.1016/j.physio.2024.04.135","title":"Identifying Suspected Bony Injury using the Ottawa Ankle Rules and diagnostic imaging correlation for an independent physiotherapy telephone triage service","year":2024,"lang":"en","type":"article","venue":"Physiotherapy","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Triage; Ankle; Physical therapy; Medicine; Service (business); Correlation; Physical medicine and rehabilitation; Medical emergency; Surgery; Business; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005314578,0.0002246433,0.0002928709,0.0001719187,0.0002895041,0.0001703478,0.00007230494,0.0000729262,0.00006976688],"category_scores_gemma":[0.00009754555,0.0001588303,0.0001258489,0.0004293788,0.00007935791,0.0004891019,0.00001539512,0.0001921666,0.000006155914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000871237,"about_ca_system_score_gemma":0.0001042063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003575003,"about_ca_topic_score_gemma":0.00004419333,"domain_scores_codex":[0.9985305,0.0001445886,0.0003398607,0.0004360598,0.0002901953,0.000258794],"domain_scores_gemma":[0.9981564,0.001224211,0.0001013379,0.0002982795,0.000131471,0.00008825633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005767781,0.0003151511,0.01436497,0.0006619809,0.0001942269,0.000009556691,0.005734218,0.0001616343,0.8551901,0.0003089662,0.0004210222,0.1220614],"study_design_scores_gemma":[0.009196548,0.001572367,0.5219566,0.003461998,0.000628405,0.0001717665,0.005467966,0.3811395,0.04388782,0.01580481,0.01521363,0.001498645],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807941,0.004183889,0.01149692,0.001245859,0.000755363,0.001271368,0.00002758273,0.0001895616,0.00003530376],"genre_scores_gemma":[0.9956462,0.0005376515,0.001508609,0.0009826138,0.0009347004,0.00009540233,0.00008230806,0.0000847565,0.0001277242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8113023,"threshold_uncertainty_score":0.647691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059678031129023,"score_gpt":0.3523505922767246,"score_spread":0.3317538119654343,"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."}}