{"id":"W2978939540","doi":"10.2106/jbjs.17.01147","title":"Medical Costs of Delayed Hip Fracture Surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Health Sciences Centre; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Hip fracture; Confidence interval; Surgery; Propensity score matching; Medical costs; Cohort; Cohort study; Health care; Osteoporosis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002702773,0.0001413436,0.001287883,0.0005367327,0.00004867403,0.000009920457,0.00001955991,0.0002244588,0.0009047105],"category_scores_gemma":[0.00239862,0.00009425883,0.000506872,0.0001679535,0.0002136717,0.0001121602,0.00002217856,0.0004382014,0.000008616796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002709772,"about_ca_system_score_gemma":0.0005259325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004335025,"about_ca_topic_score_gemma":0.000007670814,"domain_scores_codex":[0.9975438,0.0000678598,0.001326444,0.0001120522,0.0007258118,0.0002241072],"domain_scores_gemma":[0.997083,0.001065964,0.0008482636,0.000155313,0.0004136197,0.0004338436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00277435,0.0006191523,0.2383931,0.0003525804,0.0006420726,0.003607796,0.0007227936,6.314128e-7,0.006898399,0.00003981586,0.6740975,0.07185185],"study_design_scores_gemma":[0.002130889,0.001049586,0.8328887,0.004828825,0.0005898271,0.01508422,0.0004917931,0.00008046904,0.03002703,0.0006742902,0.1116613,0.0004930778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989845,0.003275392,0.000445429,0.005344083,0.0006139739,0.00004924166,0.000003022981,0.000009197144,0.0004146676],"genre_scores_gemma":[0.9934887,0.001435506,0.0001306736,0.003410724,0.001433575,4.672355e-7,0.000004216657,0.00001694015,0.00007918069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5944956,"threshold_uncertainty_score":0.9905945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273419257635014,"score_gpt":0.2754009217543736,"score_spread":0.2526667291780235,"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."}}