{"id":"W2480746430","doi":"10.1097/bto.0000000000000173","title":"Improved Stabilization Technique for Vancouver Type B1 Periprosthetic Femur Fractures","year":2016,"lang":"en","type":"article","venue":"Techniques in Orthopaedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Femur; Orthopedic surgery; Surgery; Internal fixation; Reduction (mathematics); Fixation (population genetics); Implant; Arthroplasty","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":[0.0005855187,0.0002867654,0.0004027091,0.000264842,0.00008646199,0.00001517642,0.0001209918,0.0003164588,0.0002549776],"category_scores_gemma":[0.0005390154,0.000185653,0.0001453456,0.0002921703,0.0001905015,0.000161324,0.00006950009,0.0002311153,0.000004988411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547437,"about_ca_system_score_gemma":0.000266509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001762295,"about_ca_topic_score_gemma":0.000144465,"domain_scores_codex":[0.9982623,0.00004259121,0.0005114911,0.0004552666,0.0002662143,0.0004621621],"domain_scores_gemma":[0.9988278,0.0001385975,0.0001603845,0.0004807171,0.0002525209,0.0001399703],"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":[0.001690166,0.0006576324,0.08814988,0.0004908265,0.00005248589,0.0001273018,0.000281805,5.857901e-7,0.200282,0.002152517,0.02040035,0.6857144],"study_design_scores_gemma":[0.003745171,0.00315512,0.008578729,0.001233411,0.0001174517,0.0003547507,0.00008336729,0.000160254,0.259029,0.002327371,0.7203476,0.0008676998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2178308,0.0008657176,0.7476637,0.002424213,0.002564352,0.01553342,0.0003557959,0.003035392,0.009726641],"genre_scores_gemma":[0.9619514,0.0004496172,0.03407389,0.0008448046,0.0003346039,0.000613961,0.00004230737,0.00009653615,0.001592907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7441205,"threshold_uncertainty_score":0.757071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324295963070684,"score_gpt":0.2948023254956796,"score_spread":0.2815593658649728,"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."}}