{"id":"W2463253291","doi":"10.1007/s00198-016-3669-5","title":"The impact of a standardized order set for the management of non-hip fragility fractures in a Fracture Liaison Service","year":2016,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Hip fracture; Fragility; Fragility fracture; Medical emergency; Emergency medicine; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01241322,0.00052803,0.0003568063,0.001090228,0.0008168968,0.001436366,0.001334446,0.0006888614,0.002522115],"category_scores_gemma":[0.06339247,0.0003885345,0.001050106,0.001028479,0.0006522655,0.0009418722,0.001825141,0.0008941568,0.0003121292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007526628,"about_ca_system_score_gemma":0.0138627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03489764,"about_ca_topic_score_gemma":0.05147857,"domain_scores_codex":[0.9817646,0.009506898,0.00144939,0.0005965682,0.005005499,0.001677039],"domain_scores_gemma":[0.9526429,0.01499605,0.01616113,0.002162771,0.006167517,0.007869604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005694522,0.01567676,0.763341,0.001053926,0.0005538412,0.000691993,0.004657695,0.008650301,0.002097821,0.0003339345,0.003838773,0.1934094],"study_design_scores_gemma":[0.000524498,0.0230009,0.965384,0.0003634802,0.0001769738,0.0001815276,0.003289457,0.003730979,0.0006068446,0.00007170306,0.002605652,0.00006406016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973803,0.0001848896,0.0002430581,0.0004978352,0.00004959731,0.0004063416,0.0001607411,0.00002220736,0.001054987],"genre_scores_gemma":[0.9977605,0.0001453775,0.00110521,0.0001858027,0.00005707546,0.0002597473,0.0002496682,0.000004776879,0.000231802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03489764,"threshold_uncertainty_score":0.06938899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470507916743072,"score_gpt":0.350632669726018,"score_spread":0.3359275905585873,"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."}}