{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003214138,0.0002032753,0.0003609734,0.0001634909,0.0001534187,0.00010545,0.00009061455,0.0001468015,0.00003699477],"category_scores_gemma":[0.001114395,0.0001214106,0.0001189384,0.000341691,0.00005794882,0.0001670786,0.00003678897,0.0003044512,0.000007985291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000355252,"about_ca_system_score_gemma":0.0000351955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000382275,"about_ca_topic_score_gemma":0.000003743029,"domain_scores_codex":[0.9990243,0.0000116604,0.0002117505,0.0003222633,0.0002155589,0.0002145081],"domain_scores_gemma":[0.9989601,0.0003900684,0.0001461463,0.00017448,0.000218264,0.0001109375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003510669,0.0001945145,0.2809168,0.001280037,0.0003445977,0.000003990249,0.002589112,0.000001135242,0.001556422,0.0005153176,0.4307847,0.2783027],"study_design_scores_gemma":[0.002899961,0.003891778,0.1310732,0.001764102,0.0003741657,0.00001040486,0.002998921,0.00003674243,0.009077182,0.0001935322,0.847456,0.0002239772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294392,0.0008257696,0.0001392942,0.2656813,0.0006065834,0.001845136,0.00002605279,0.000071183,0.001365502],"genre_scores_gemma":[0.9630444,0.0001582554,0.0001955652,0.03280512,0.0001678244,0.0001031277,0.00001570936,0.00002269071,0.003487302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4166713,"threshold_uncertainty_score":0.4950982,"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."}}