{"id":"W1986175059","doi":"10.1007/s12570-015-0295-1","title":"Is internal fixation using a reversed condylar locking plate useful for treating Vancouver type B1 periprosthetic femoral fractures?","year":2015,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Internal fixation; Condyle; Orthopedic surgery; Fixation (population genetics); Radiography; Blood loss; Bone healing; Femur; Complication; Dentistry; Arthroplasty; Population","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":[0.0004165538,0.0002370374,0.0004102266,0.0001244526,0.0001805171,0.00004310797,0.00006003676,0.00009064492,0.00008657212],"category_scores_gemma":[0.000178939,0.0001950827,0.000111937,0.0001025498,0.0001483709,0.0001098456,0.00005811115,0.0002489217,0.00001631494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003182215,"about_ca_system_score_gemma":0.0001011646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002461753,"about_ca_topic_score_gemma":0.00003226212,"domain_scores_codex":[0.9985483,0.0001077629,0.0004123453,0.0003816776,0.0001898152,0.0003600447],"domain_scores_gemma":[0.9990844,0.00006114194,0.0002329634,0.0001902286,0.0001693597,0.000261921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003511143,0.0003408502,0.8777215,0.0005161931,0.0004797816,0.002468472,0.009369442,0.00008294629,0.0008398998,0.0007143245,0.0182289,0.08572653],"study_design_scores_gemma":[0.04114864,0.005216067,0.1263954,0.001477885,0.001270812,0.01535052,0.0042943,0.04732803,0.001019934,0.0004763787,0.754292,0.001729969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928473,0.0004141016,0.002810368,0.0001975708,0.0009852335,0.0003515683,0.00003615064,0.00006671529,0.00229102],"genre_scores_gemma":[0.9947432,0.00004377783,0.003225403,0.00116528,0.0002802209,0.000002411001,0.0000531277,0.00006394533,0.0004226421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7513261,"threshold_uncertainty_score":0.7955243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06156676772276612,"score_gpt":0.3133138074631348,"score_spread":0.2517470397403686,"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."}}