{"id":"W2769663819","doi":"10.1056/nejmcp1611090","title":"Management of Acute Hip Fracture","year":2017,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":653,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Hip fracture; Fracture (geology); Surgery; Intensive care medicine; Osteoporosis; Internal medicine","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":[0.0005346017,0.0001240245,0.0005255672,0.0001237975,0.00007172367,0.000008420644,0.0002438682,0.00007196634,0.0005476578],"category_scores_gemma":[0.0001112779,0.0000687682,0.0001006949,0.00003855263,0.0001305532,0.00008827564,0.00002781759,0.000362682,0.00000465394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858994,"about_ca_system_score_gemma":0.0000612613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004363208,"about_ca_topic_score_gemma":0.000002146537,"domain_scores_codex":[0.9987906,0.00002167858,0.000435718,0.00008672435,0.0005198464,0.000145394],"domain_scores_gemma":[0.9984736,0.00004941994,0.0006512484,0.0003832044,0.0001577316,0.0002847899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004839609,0.0002401216,0.04306535,0.0004030381,0.003303293,0.009134807,0.003419715,0.00001554257,0.006666038,0.0006280491,0.1321758,0.7961087],"study_design_scores_gemma":[0.08713771,0.002842264,0.4161577,0.002523451,0.002904523,0.002911934,0.000344525,0.00001306948,0.003964887,0.002175349,0.4788764,0.0001482053],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8194816,0.004772174,0.004534739,0.1120866,0.002334673,0.0003572181,0.000004954136,0.00001940147,0.0564086],"genre_scores_gemma":[0.9903259,0.00130897,0.001275803,0.0009805926,0.003585573,2.789071e-7,0.000002845174,0.00001240684,0.002507617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7959604,"threshold_uncertainty_score":0.5996469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840540377695484,"score_gpt":0.3209926290450734,"score_spread":0.3025872252681186,"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."}}