{"id":"W2315912503","doi":"10.5435/00124635-201005000-00001","title":"Computer-assisted Trauma Surgery","year":2010,"lang":"en","type":"review","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Fluoroscopy; Traumatology; Intramedullary rod; Percutaneous; Fixation (population genetics); Surgery; Surgical planning; Medical physics; Radiation exposure; Orthopedic surgery; Radiology; Nuclear medicine","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":[0.0006571787,0.001186222,0.001717466,0.004439262,0.0004440285,0.0012321,0.001468997,0.001122445,0.01324661],"category_scores_gemma":[0.001631491,0.0003117943,0.0008638452,0.004664237,0.0008359625,0.001426836,0.001029582,0.001464885,0.006274848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008544502,"about_ca_system_score_gemma":0.001521821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946734,"about_ca_topic_score_gemma":0.002569576,"domain_scores_codex":[0.9993107,0.00009685816,0.0001157928,0.0001237163,0.0003006058,0.00005237243],"domain_scores_gemma":[0.9990878,0.0003866365,0.0001445151,0.00004480263,0.0002727612,0.00006356247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004384976,0.000075693,0.000263208,0.01601025,0.0001376756,0.0001959773,0.00003766598,0.000154348,0.0004508642,0.000860083,0.0267287,0.9550416],"study_design_scores_gemma":[0.00005273305,0.0001230325,0.003549923,0.009862483,0.0002209275,0.006528844,0.00009027909,0.0001325661,0.0005724793,0.001718694,0.9771101,0.00003790446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000170201,0.9955729,0.0002773903,0.0001175206,0.0002330645,0.00002047158,0.0000277051,0.00002293869,0.003557911],"genre_scores_gemma":[0.001878012,0.9955691,0.0004377092,0.0001661089,0.0002650153,0.00002050421,0.00007880766,0.000004535955,0.001580219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01324661,"threshold_uncertainty_score":0.04431427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05309388415965968,"score_gpt":0.3463674837788767,"score_spread":0.2932735996192171,"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."}}