{"id":"W2472961254","doi":"10.1017/cem.2016.180","title":"P003: Do all clavicle fractures in children need to be managed by orthopaedic surgeons?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Clavicle; Orthopedic surgery; Radiography; Emergency department; Retrospective cohort study; Radiological weapon; Health care; Population; Surgery; General 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008425182,0.0002606642,0.0006128657,0.000833941,0.00007583173,0.000006317701,0.0002905753,0.0001420448,0.01308338],"category_scores_gemma":[0.001024188,0.0001645123,0.0001691624,0.0006464412,0.0001315244,0.0001540132,0.00001424851,0.000390449,0.00002561104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050323,"about_ca_system_score_gemma":0.0005310421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009268397,"about_ca_topic_score_gemma":0.02476802,"domain_scores_codex":[0.9974799,0.00009585005,0.001023188,0.0002536918,0.0005025332,0.0006448195],"domain_scores_gemma":[0.9971153,0.00007954273,0.000228437,0.0003460776,0.0002643021,0.00196641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001142314,0.00002972915,0.4892664,0.00001223122,0.0001330792,0.0001598489,0.0008373761,9.948094e-7,0.003646674,0.0000505948,0.5003802,0.005368573],"study_design_scores_gemma":[0.003276643,0.0009064559,0.6305299,0.0005218771,0.0002364591,0.0001624411,0.0008779521,6.729171e-7,0.000991241,0.000221671,0.3620079,0.0002667278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898402,0.004278308,0.0001142855,0.093251,0.001718176,0.0003102389,0.00003106902,0.00001314551,0.001881751],"genre_scores_gemma":[0.9910817,0.0006772818,0.00003052185,0.005072912,0.0007429158,0.000006151493,0.00001320336,0.00004281625,0.002332508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412635,"threshold_uncertainty_score":0.997329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321587184245255,"score_gpt":0.3664885885489742,"score_spread":0.3343298701244487,"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."}}