{"id":"W4388423740","doi":"10.25259/ijmsr_13_2023","title":"Orthopedic hardware in trauma – A guided tour for the radiologist-Associated complications (Part 2)","year":2023,"lang":"en","type":"article","venue":"Indian Journal of Musculoskeletal Radiology","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"University of Oxford","keywords":"Medicine; Radiology; Avascular necrosis; Orthopedic surgery; Interventional radiology; Checklist; Radiological weapon; Surgery; Medical physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264494,0.0009932176,0.0008552281,0.00247079,0.0007205509,0.002834423,0.001296396,0.004298908,0.01310998],"category_scores_gemma":[0.003437018,0.000476196,0.001021402,0.001462834,0.001204347,0.003802792,0.002288431,0.005223955,0.005476022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223966,"about_ca_system_score_gemma":0.001890083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714884,"about_ca_topic_score_gemma":0.004895438,"domain_scores_codex":[0.9993594,0.0001713245,0.0001048568,0.00008413634,0.0002011973,0.00007901195],"domain_scores_gemma":[0.9969361,0.0009599089,0.0003764823,0.0001232855,0.001015553,0.0005886739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003938715,0.0001075283,0.0009897416,0.002633105,0.00002968571,0.001750123,0.000411446,0.0002810826,0.0008044862,0.001637358,0.6344323,0.3568838],"study_design_scores_gemma":[0.00001169094,0.0001136161,0.002621221,0.003007701,0.00002557748,0.0120865,0.0006314397,0.0001141641,0.0001416926,0.002572298,0.9786373,0.00003671696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003000364,0.7133171,0.004038608,0.1269396,0.1324428,0.0001391941,0.0001593564,0.0004298308,0.0195332],"genre_scores_gemma":[0.009143205,0.6829795,0.005106871,0.05186372,0.2161561,0.0001414748,0.0002982406,0.0001509527,0.03416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01310998,"threshold_uncertainty_score":0.04385728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017320430418485,"score_gpt":0.3308626273422272,"score_spread":0.2906894230380423,"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."}}