{"id":"W4393237527","doi":"10.1177/03000605241240946","title":"Unstable Vancouver B1 periprosthetic femoral fracture fixation: A biomechanical comparison between a novel C-shaped memory alloy implant and cerclage wiring","year":2024,"lang":"en","type":"article","venue":"Journal of International Medical Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Soonchunhyang University; National Research Foundation","keywords":"Periprosthetic; Medicine; Implant; Fixation (population genetics); Femoral fracture; Femur; Biomechanics; Torsion (gastropod); Orthodontics; Surgery; Anatomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007388157,0.0005864797,0.0004791762,0.0007843752,0.0002002128,0.0003069183,0.000470136,0.000512663,0.0007925127],"category_scores_gemma":[0.001225953,0.0002637684,0.0003256341,0.0004266784,0.0005078113,0.0003830281,0.0003129214,0.0002327625,0.0001836409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097057,"about_ca_system_score_gemma":0.000353048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009912594,"about_ca_topic_score_gemma":0.001682768,"domain_scores_codex":[0.9994098,0.00006360836,0.00006568379,0.0000928517,0.0002954701,0.000072628],"domain_scores_gemma":[0.9992405,0.0001800347,0.0002112356,0.00007450217,0.0001856472,0.0001080976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0177034,0.001660173,0.04486113,0.0006600368,0.0002456047,0.0009685218,0.0003595345,0.001099951,0.881916,0.00006506153,0.00009361303,0.05036696],"study_design_scores_gemma":[0.0009680872,0.1798899,0.3033653,0.0001676206,0.0009647264,0.0151286,0.001558131,0.009133374,0.4851003,0.0001666999,0.003414044,0.0001432307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991513,0.0003549522,0.0003774368,0.000003843731,0.000005243587,0.00001018174,0.00001100522,0.000003593037,0.00008243363],"genre_scores_gemma":[0.9986399,0.0002452184,0.0009113475,0.00001714677,0.000006227989,0.00001413894,0.00005768846,0.000002922456,0.0001055043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009912594,"threshold_uncertainty_score":0.003907263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06541991145859227,"score_gpt":0.4067872024189138,"score_spread":0.3413672909603215,"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."}}