{"id":"W4386245411","doi":"10.1503/cjs.006822","title":"Delayed mobilization following admission for hip fracture is associated with increased morbidity and length of hospital stay","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Mobilization; Complication; Odds ratio; Hip fracture; Confidence interval; Retrospective cohort study; Referral; Logistic regression; Multivariate analysis; Surgery; Internal medicine; Osteoporosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005933616,0.000103149,0.0003811475,0.0003730637,0.00008675225,0.00001497118,0.00003594044,0.0001230156,0.00005617399],"category_scores_gemma":[0.00147386,0.00007731633,0.0001488515,0.0002899591,0.0000351674,0.0001198534,0.000002698074,0.0001600463,3.167554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008781563,"about_ca_system_score_gemma":0.00142637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553431,"about_ca_topic_score_gemma":0.001152045,"domain_scores_codex":[0.9991522,0.00003656606,0.0003021004,0.00009606657,0.0001965199,0.00021651],"domain_scores_gemma":[0.998338,0.00044099,0.0002712985,0.00008405196,0.0002719648,0.0005936837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002569482,0.00004628647,0.9416005,0.00007542224,0.0004997258,0.000687823,0.001564365,0.00003720237,0.0005931506,0.000002077052,0.05276337,0.001873145],"study_design_scores_gemma":[0.001594186,0.0005852196,0.9859276,0.0008141413,0.0003914031,0.00004346551,0.0008799004,0.0003411003,0.003245166,0.0001109588,0.005875986,0.0001908487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979174,0.0003246032,0.0001589844,0.001130369,0.0002232947,0.0001554145,0.00006057167,0.000008782432,0.00002063263],"genre_scores_gemma":[0.9991932,0.00003785768,0.00005297076,0.0004663295,0.0001019665,0.000001999286,0.00007314816,0.0000218166,0.00005072485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04688738,"threshold_uncertainty_score":0.3152868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619982376502772,"score_gpt":0.2608109670973608,"score_spread":0.2346111433323331,"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."}}