{"id":"W2484950710","doi":"10.1002/9781119413936.ch98","title":"Subtrochanteric Femur Fractures","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Intramedullary rod; Malunion; Nonunion; Femur; Medicine; Reduction (mathematics); Surgery; Greater trochanter; Lesser Trochanter; Dynamic hip screw; Implant; Orthodontics; Mathematics","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":[0.0002934474,0.0006879854,0.001092887,0.0005648997,0.00008618942,0.00007738128,0.0002792611,0.0009507961,0.03933393],"category_scores_gemma":[0.0009401265,0.0005568204,0.0005234411,0.0005396822,0.0001879747,0.00006312641,0.00008724556,0.001069929,0.0003879268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041517,"about_ca_system_score_gemma":0.001321751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799838,"about_ca_topic_score_gemma":0.0002525894,"domain_scores_codex":[0.9968397,0.0001537266,0.0004909777,0.0008714485,0.001043882,0.0006002393],"domain_scores_gemma":[0.9974853,0.0002914308,0.0004000998,0.001186728,0.000164283,0.000472182],"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":[0.0001981747,0.000202227,0.01242643,0.001602579,0.0002434601,0.002652212,0.00007821387,0.000006466829,0.0002484967,0.00002660664,0.9683249,0.01399022],"study_design_scores_gemma":[0.0008190616,0.0002897208,0.004246351,0.01116143,0.0004804358,0.0001106958,0.0000366051,0.00004974379,0.0003602884,0.000008780404,0.9818687,0.0005681923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001711078,0.2912733,0.01153924,0.009425613,0.004746756,0.002465829,0.0001666331,0.001630893,0.6770407],"genre_scores_gemma":[0.02644945,0.009930096,0.003878478,0.02011584,0.006795149,0.0001013469,0.0007379662,0.001247698,0.930744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2813432,"threshold_uncertainty_score":0.9996883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05018735193641718,"score_gpt":0.3410362497905858,"score_spread":0.2908488978541686,"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."}}