{"id":"W4407167091","doi":"10.3269/1970-5492.2020.15.47","title":"MANAGEMENT AND OUTCOMES OF VANCOUVER TYPE B PERIPROSTHETIC FEMORAL FRACTURES: A RETROSPECTIVE STUDY AND REVIEW OF THE LITERATURE","year":2025,"lang":"en","type":"article","venue":"EuroMediterranean Biomedical Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Retrospective cohort study; Surgery; 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":[0.0006909868,0.0003586228,0.0008609339,0.005370084,0.0004486181,0.0009098597,0.0006105623,0.0006463077,0.001249704],"category_scores_gemma":[0.003012988,0.0003607976,0.0008334276,0.005990489,0.0005111675,0.0008574504,0.0004849651,0.0003625216,0.0002870292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361241,"about_ca_system_score_gemma":0.0008784035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455656,"about_ca_topic_score_gemma":0.003190089,"domain_scores_codex":[0.9988124,0.0001378015,0.0005272159,0.0001709742,0.0002844033,0.00006707537],"domain_scores_gemma":[0.9976165,0.0007437349,0.001157566,0.00006085153,0.000323666,0.00009754504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004911469,0.0002406816,0.8987511,0.01342325,0.001235464,0.00973993,0.000932988,0.0001981323,0.0005270985,0.0001932312,0.00276903,0.07149795],"study_design_scores_gemma":[0.00006448843,0.0005744427,0.898344,0.006515123,0.002259063,0.07935587,0.003543044,0.0002173193,0.0002561395,0.0002774323,0.008508944,0.00008414151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6044904,0.3917114,0.0002313568,0.000291189,0.00006290166,0.000120101,0.00137982,0.00001376313,0.00169896],"genre_scores_gemma":[0.7783607,0.2185727,0.0005152394,0.0003109086,0.0001765858,0.0001319689,0.001521141,0.00001022548,0.0004004531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005370084,"threshold_uncertainty_score":0.004882693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009423410516185527,"score_gpt":0.2848582388871144,"score_spread":0.2754348283709289,"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."}}