{"id":"W1128875674","doi":"10.1503/cjs.017714","title":"Reduced time to surgery improves mortality and length of stay following hip fracture: results from an intervention study in a Canadian health authority","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Medicine; Hip fracture; Hazard ratio; Confidence interval; Observational study; Proportional hazards model; Surgery; Osteoporosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004815841,0.0008385182,0.00102014,0.0009676887,0.002742031,0.0013719,0.001754888,0.001090094,0.00218624],"category_scores_gemma":[0.008162616,0.0004443545,0.001686279,0.002834648,0.001429184,0.0003910407,0.001027913,0.001360957,0.0001877043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03511223,"about_ca_system_score_gemma":0.07927899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9798219,"about_ca_topic_score_gemma":0.9816021,"domain_scores_codex":[0.9953205,0.001169122,0.0002432898,0.000493018,0.001355659,0.001418428],"domain_scores_gemma":[0.9922929,0.0009284898,0.001281062,0.000289396,0.002606381,0.002601717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01685837,0.01598802,0.9041655,0.00148645,0.001732651,0.0004379216,0.00440198,0.0007631879,0.001250546,0.0003279172,0.003356322,0.0492312],"study_design_scores_gemma":[0.002729108,0.004307301,0.9899668,0.000129497,0.0005934321,0.00002688747,0.0008204094,0.0002777627,0.0001098887,0.0000311694,0.0009687362,0.00003904224],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951476,0.001360336,0.0001108708,0.0005198106,0.00002906309,0.0005354339,0.0009351657,0.00001505081,0.001346634],"genre_scores_gemma":[0.9965036,0.001093043,0.0004717514,0.0003335588,0.00003144771,0.0002212894,0.0007418684,0.000005575499,0.0005978761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9798219,"threshold_uncertainty_score":0.2547582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09212086690410483,"score_gpt":0.3517302884978721,"score_spread":0.2596094215937673,"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."}}