{"id":"W2334997389","doi":"10.1308/147363514x13990346756607","title":"The ‘dawn hip‘ initiative: one year on","year":2014,"lang":"en","type":"article","venue":"Bulletin of The Royal College of Surgeons of England","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Quarter (Canadian coin); Population ageing; Osteoporosis; Hip fracture; Fragility fracture; Fragility; Population; Gerontology; Falling (accident); Demography; Pediatrics; Geography; Environmental health; Internal medicine","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":[0.0007988953,0.0001221653,0.0003936933,0.0000547577,0.0001037712,0.000002754106,0.0002360637,0.00008782349,0.0004210081],"category_scores_gemma":[0.001430569,0.00006710198,0.0001837839,0.0001044145,0.0002898213,0.000003735968,0.00007297939,0.0002016426,0.00001751272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001171374,"about_ca_system_score_gemma":0.00006174457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436282,"about_ca_topic_score_gemma":0.00002991076,"domain_scores_codex":[0.9987783,0.0001795415,0.0003561027,0.0001276466,0.0003844276,0.0001740083],"domain_scores_gemma":[0.997596,0.001401606,0.0002539482,0.0005042528,0.0001822546,0.00006196602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01172475,0.002928498,0.1608694,0.001061468,0.001423213,0.00002094152,0.001779737,0.000532308,0.001782235,0.034284,0.7743651,0.009228386],"study_design_scores_gemma":[0.003471827,0.0007973579,0.1517332,0.0004540767,0.0001493543,0.000002945169,0.0002551471,0.00005098552,0.01661401,0.0004444617,0.8258913,0.0001352546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840488,0.0002610057,0.0000109707,0.01099557,0.0003072331,0.0004439526,0.0001666973,0.00001612473,0.1037496],"genre_scores_gemma":[0.9939984,0.00003031654,0.0001098811,0.000199833,0.00009040608,0.000005924743,0.000002946017,0.00001621289,0.005546097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099496,"threshold_uncertainty_score":0.4609744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305268391670355,"score_gpt":0.2270223538678272,"score_spread":0.2139696699511236,"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."}}