{"id":"W2033272341","doi":"10.2106/jbjs.f.01224","title":"Locking Compression Plate Fixation of Vancouver Type-B1 Periprosthetic Femoral Fractures","year":2007,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Fixation (population genetics); Prosthesis; Internal fixation; Femoral fracture; Reduction (mathematics); Arthroplasty; Femur","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008880578,0.00008209048,0.0004919039,0.0002395153,0.00004942719,0.000007639068,0.000006312122,0.00005760399,0.0001067102],"category_scores_gemma":[0.0001369955,0.00005379523,0.0001437792,0.00007217361,0.00004831856,0.000104606,0.00001376287,0.0001848462,0.000001069102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001218123,"about_ca_system_score_gemma":0.00006490832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007474483,"about_ca_topic_score_gemma":0.000006745514,"domain_scores_codex":[0.9988353,0.00001924188,0.0006804363,0.0000649409,0.0002648632,0.0001351634],"domain_scores_gemma":[0.9989389,0.000126613,0.0006232865,0.00006337817,0.0001432398,0.0001045556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003586023,0.0004468905,0.6127457,0.0005368151,0.0001559482,0.002034401,0.001037888,0.00004565467,0.052062,0.00001835607,0.05245958,0.2748708],"study_design_scores_gemma":[0.001225288,0.0003940385,0.9552782,0.001546031,0.0000929512,0.002252473,0.0003528882,0.00007954501,0.01298773,0.00005718459,0.02561041,0.0001233024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971768,0.001177046,0.0004274802,0.0001490511,0.0008000938,0.00004494024,0.000001686666,0.000004712021,0.0002182492],"genre_scores_gemma":[0.9986671,0.0003313279,0.0003810369,0.0002066335,0.0002735165,7.1837e-8,0.000002437071,0.000008688899,0.00012923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3425325,"threshold_uncertainty_score":0.2193706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425765919800548,"score_gpt":0.2733240606101594,"score_spread":0.2490664014121539,"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."}}