{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003024346,0.0004284544,0.0006476038,0.001327211,0.001006085,0.0005484803,0.000600032,0.0008944218,0.003108572],"category_scores_gemma":[0.002546487,0.0001616799,0.0004437932,0.0005504046,0.0002385096,0.0004999149,0.0008535709,0.00103631,0.0008292327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005997019,"about_ca_system_score_gemma":0.001025259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355682,"about_ca_topic_score_gemma":0.002110082,"domain_scores_codex":[0.9995803,0.00007179123,0.00007581399,0.0000300181,0.0001499954,0.00009209494],"domain_scores_gemma":[0.9995909,0.00004860979,0.00009046099,0.0000109205,0.0001096297,0.000149505],"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":[0.0006179668,0.001187602,0.1292461,0.002101455,0.0002086877,0.0656364,0.0009602932,0.001835268,0.004301926,0.001792034,0.07935921,0.7127531],"study_design_scores_gemma":[0.0008169047,0.003925573,0.429552,0.008212817,0.0003282409,0.3682389,0.003821243,0.004328675,0.004231124,0.01200541,0.1643585,0.0001806495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4875018,0.2103152,0.02581087,0.06432288,0.003852158,0.001580255,0.001086206,0.0009119908,0.2046188],"genre_scores_gemma":[0.893827,0.06529687,0.01388374,0.008669415,0.007729884,0.0005084804,0.001109715,0.00006027839,0.008914696],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003108572,"threshold_uncertainty_score":0.01039916,"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."}}