{"id":"W2804211319","doi":"10.1016/j.injury.2018.05.020","title":"Minimally invasive plate osteosynthesis with locking compression plate in patients with Vancouver type B1 periprosthetic femoral fractures","year":2018,"lang":"en","type":"article","venue":"Injury","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Nonunion; Surgery; Internal fixation; Arthroplasty; Reduction (mathematics)","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":[0.00007033789,0.0002305351,0.0003269451,0.0001267272,0.0001200158,0.00002442177,0.00007446215,0.00009538769,0.0003383082],"category_scores_gemma":[0.0000419848,0.0001386547,0.0000288382,0.0001686008,0.0002109133,0.0001422878,0.00005144815,0.0002271399,0.00005420807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004266681,"about_ca_system_score_gemma":0.0001323522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003938067,"about_ca_topic_score_gemma":0.0004910189,"domain_scores_codex":[0.9987148,0.00003386717,0.000224434,0.0003224463,0.0003635579,0.0003408871],"domain_scores_gemma":[0.9992839,0.00005424305,0.0001320117,0.0002517176,0.0001536797,0.0001244127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01163404,0.0002828625,0.9505162,0.00005801852,0.00006319795,0.0001970508,0.001003139,0.000005999049,0.0006388173,0.000002217905,0.002489488,0.03310898],"study_design_scores_gemma":[0.004823246,0.006588132,0.9677649,0.001636024,0.00008784326,0.00003402472,0.0002379573,0.00005003987,0.008879054,0.00001056555,0.009514747,0.0003734402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980429,0.00003003101,0.000006873439,0.00006151027,0.0002924978,0.0003990392,0.00002952872,0.00004508928,0.001092533],"genre_scores_gemma":[0.9980268,0.000006559283,0.0009327224,0.000577228,0.0001458012,0.000006599243,0.00002576524,0.00004231679,0.0002361312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03273553,"threshold_uncertainty_score":0.5654175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812034029370296,"score_gpt":0.2422093287749625,"score_spread":0.2340889884812595,"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."}}