{"id":"W2755022947","doi":"10.1097/pec.0000000000001269","title":"Do All Clavicle Fractures in Children Need To Be Managed by Orthopedic Surgeons?","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Clavicle; Orthopedic surgery; Nonunion; Radiography; Emergency department; Radiological weapon; Retrospective cohort study; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000199854,0.0002944234,0.0004110603,0.0002648096,0.0002793107,0.00005075584,0.0004151913,0.0001944604,0.00142927],"category_scores_gemma":[0.000294157,0.0002710727,0.0001876943,0.0003087191,0.00003375133,0.0001747322,0.0001697532,0.0003841429,0.00009130873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006881209,"about_ca_system_score_gemma":0.00008236633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089263,"about_ca_topic_score_gemma":0.000694759,"domain_scores_codex":[0.9978758,0.00004768707,0.0004767006,0.000535028,0.0005046991,0.000560137],"domain_scores_gemma":[0.9983279,0.0000252159,0.000151262,0.0009985429,0.0001400546,0.0003570422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006581787,0.00007776747,0.8683407,0.00006207438,0.00003826129,0.00002446604,0.001463938,0.000002547525,0.00007731225,0.00001063144,0.1272351,0.002601411],"study_design_scores_gemma":[0.001002815,0.0001282112,0.9835958,0.000008691022,0.0002669,0.000006935329,0.001074126,0.000001461716,0.0002966038,0.00003851193,0.01325302,0.0003269489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824336,0.00737744,0.000007335871,0.003243346,0.0005322596,0.000683477,0.00009482965,0.00010165,0.005526025],"genre_scores_gemma":[0.994321,0.002608761,0.00004623874,0.00118772,0.0006660203,0.00007114762,0.0001689201,0.00005493474,0.0008752341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152551,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476466145886384,"score_gpt":0.3660169696279767,"score_spread":0.3512523081691128,"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."}}