{"id":"W1983087888","doi":"10.1371/journal.pone.0083795","title":"Postoperative Admission to a Dedicated Geriatric Unit Decreases Mortality in Elderly Patients with Hip Fracture","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Inyuvesi Yakwazulu-Natali","keywords":"Medicine; Cohort; Hip fracture; Geriatrics; Orthopedic surgery; Cohort study; Rehabilitation; Geriatric trauma; Geriatric rehabilitation; Internal medicine; Comorbidity; Physical therapy; Surgery; Emergency medicine; Osteoporosis; Poison control; Injury prevention; Injury Severity Score; Psychiatry","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":[0.0007661956,0.0002181988,0.0002611881,0.0003287707,0.0001729377,0.0004089333,0.0002527999,0.0002788989,0.0009750108],"category_scores_gemma":[0.006584405,0.0001211417,0.0004110445,0.0003906774,0.0001825235,0.0002694627,0.000385322,0.0002973231,0.000122996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293956,"about_ca_system_score_gemma":0.0004542873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086417,"about_ca_topic_score_gemma":0.002857334,"domain_scores_codex":[0.9996157,0.0001407984,0.000046257,0.00005596965,0.0000759962,0.00006522208],"domain_scores_gemma":[0.9973925,0.0004961946,0.001375673,0.0001434318,0.0002060904,0.0003861515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004237809,0.00008392255,0.9947819,0.0000201167,0.00009365175,0.00004463499,0.00002655929,0.00007816893,0.0001821789,0.000006368992,0.000106354,0.004152269],"study_design_scores_gemma":[0.00001341372,0.0003086206,0.9991546,0.000008261786,0.00004678947,0.0001331237,0.00004273711,0.0001728873,0.00004783185,0.00001061968,0.00005924221,0.000001906168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994034,0.000332504,0.00004989252,0.00003455084,0.00001006342,0.000003672623,0.00004499193,0.000002913286,0.0001182075],"genre_scores_gemma":[0.9995945,0.0001622208,0.00007911205,0.00002037282,0.00001594369,0.000002999986,0.00009358082,9.112874e-7,0.00003035938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086417,"threshold_uncertainty_score":0.004148543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472487803577367,"score_gpt":0.2617769346948936,"score_spread":0.2370520566591199,"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."}}