{"id":"W6927104387","doi":"10.25916/sut.26279311","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":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fragility; Fragility fracture; Service (business); Unit (ring theory); Identification (biology); Order (exchange)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002394127,0.0002252326,0.0006219874,0.0006143413,0.0002786424,0.00000917066,0.001036135,0.0003941462,0.0003295461],"category_scores_gemma":[0.00068762,0.0001078133,0.0002962069,0.002058404,0.001102966,0.0001077389,0.0004831174,0.0006940485,0.000002548659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736063,"about_ca_system_score_gemma":0.0002906363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677636,"about_ca_topic_score_gemma":0.000288778,"domain_scores_codex":[0.9978485,0.0001083587,0.0003897934,0.0004416873,0.0006034396,0.0006081903],"domain_scores_gemma":[0.9961319,0.0007636159,0.0002681676,0.001144993,0.001611693,0.00007963451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0286691,0.001439356,0.01834606,0.002098733,0.00502715,0.0001304299,0.0017107,0.00008942096,0.5800883,0.0006360842,0.07741354,0.2843512],"study_design_scores_gemma":[0.01844537,0.003582303,0.1713147,0.003595214,0.0006661844,0.0000281731,0.01224929,0.0003760364,0.6536962,0.006425384,0.1290126,0.0006084659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396393,0.001629437,0.0007462485,0.05517565,0.00003619184,0.002260494,0.0001761626,0.00003806551,0.0002984619],"genre_scores_gemma":[0.9961066,0.001884602,0.001345681,0.00003477731,0.00002832107,0.000001810223,0.000005584588,0.00001624658,0.0005764165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2837427,"threshold_uncertainty_score":0.4396497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244075263296931,"score_gpt":0.3414251178815593,"score_spread":0.3170175915518662,"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."}}