{"id":"W4389379985","doi":"10.1097/oi9.0000000000000295","title":"Hospital episode-of-care costs for hip fractures: an activity-based costing analysis","year":2023,"lang":"en","type":"article","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Interquartile range; Hip fracture; Perioperative; Emergency medicine; Activity-based costing; Emergency department; Anesthesiology; Trauma center; Indirect costs; Cohort; Retrospective cohort study; Surgery; Internal medicine; Anesthesia; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001556162,0.0005813249,0.0005043847,0.005116886,0.0003265419,0.001098034,0.0009836653,0.000302838,0.0009044334],"category_scores_gemma":[0.007630733,0.0002659847,0.001694016,0.00642636,0.0002306303,0.0005971677,0.0007545089,0.0005163887,0.0001043095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007572384,"about_ca_system_score_gemma":0.003127019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.194174,"about_ca_topic_score_gemma":0.1610925,"domain_scores_codex":[0.998758,0.000335774,0.0001530507,0.0001183988,0.0004598233,0.0001750198],"domain_scores_gemma":[0.9971595,0.0007312523,0.001204904,0.0001012712,0.0005837365,0.000219327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637338,0.00005369303,0.9900057,0.00006571999,0.0004499832,0.00007399046,0.00004798195,0.00336468,0.00004027171,0.0001851895,0.0003953258,0.005153681],"study_design_scores_gemma":[0.000028952,0.000163375,0.9802215,0.00006626376,0.0003032861,0.0002218935,0.0002375977,0.01782421,0.00006962858,0.0001518017,0.0006952643,0.00001627813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929212,0.0008490222,0.0009006712,0.000161155,0.000008164978,0.0001441746,0.004360269,0.000008954161,0.0006464228],"genre_scores_gemma":[0.9945899,0.0003852708,0.0008959002,0.00002248608,0.00001282521,0.00005494192,0.00394264,0.000002729049,0.00009334934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.194174,"threshold_uncertainty_score":0.3860876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0602908708795979,"score_gpt":0.439494032095114,"score_spread":0.3792031612155161,"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."}}