{"id":"W4415488976","doi":"10.1302/1358-992x.2025.10.037","title":"HOW OFTEN ARE NICE RECOMMENDATIONS ON TYPE OF ARTHROPLASTY FOR HIP FRACTURE ADHERED TO AND WHAT IS THE EFFECT ON OUTCOME?","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Nice; Cohort; Arthroplasty; Total hip arthroplasty; Excellence; Orthopedic surgery; Charlson comorbidity index; Hip fracture; Comorbidity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04888276,0.0002114386,0.001739007,0.002767771,0.00108202,0.004660696,0.001642026,0.00273814,0.00202916],"category_scores_gemma":[0.3609902,0.0005383308,0.002261311,0.004471384,0.001562581,0.00349133,0.001950439,0.002615284,0.0005211626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005332699,"about_ca_system_score_gemma":0.007420919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02645987,"about_ca_topic_score_gemma":0.04834104,"domain_scores_codex":[0.9154229,0.03959831,0.01661751,0.003414038,0.02230664,0.002640557],"domain_scores_gemma":[0.6442579,0.1381662,0.1509833,0.009359567,0.04787042,0.009362697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008445769,0.0002219087,0.814519,0.002651952,0.002067524,0.0002013769,0.001283278,0.0007717205,0.0001420063,0.001524527,0.03032189,0.1454501],"study_design_scores_gemma":[0.0002846012,0.0006767241,0.9631431,0.006444556,0.001181073,0.0007076954,0.003963982,0.001417327,0.0002466295,0.002034166,0.01972046,0.0001796543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6187957,0.0756731,0.003647588,0.2596197,0.00266893,0.0005506328,0.006805453,0.0001888297,0.03205004],"genre_scores_gemma":[0.9648085,0.01399804,0.004557784,0.01341858,0.0006732821,0.0002448014,0.001796019,0.0000782221,0.0004246598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04888276,"threshold_uncertainty_score":0.2585198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092490322417654,"score_gpt":0.3169588293755979,"score_spread":0.2960339261514213,"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."}}