{"id":"W4282930098","doi":"10.1093/ageing/afac125.004","title":"994 CURRENT SECONDARY PREVENTION AFTER HIP FRACTURE IN ENGLAND AND WALES—RESULTS FROM THE NATIONAL HIP FRACTURE DATABASE (NHFD)","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hip fracture; Medical prescription; Osteoporosis; Bisphosphonate; Audit; Quarter (Canadian coin); Emergency medicine; Database; Pediatrics; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002081019,0.0003706754,0.001275157,0.004430639,0.0004293875,0.001272023,0.0007522806,0.0006976922,0.005191328],"category_scores_gemma":[0.01194148,0.0006961159,0.00142091,0.006885486,0.0003772523,0.0009983206,0.002265512,0.0006678409,0.001909783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159687,"about_ca_system_score_gemma":0.002289697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07175492,"about_ca_topic_score_gemma":0.08120649,"domain_scores_codex":[0.9945681,0.0009829593,0.002198718,0.0006231868,0.001115949,0.0005111675],"domain_scores_gemma":[0.9888145,0.001541844,0.005126546,0.0008514561,0.002552673,0.001112918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006858418,0.00009366812,0.9585852,0.002449216,0.0004776126,0.0003677812,0.0004451997,0.000164109,0.0002266999,0.0001518167,0.02697,0.009382844],"study_design_scores_gemma":[0.0001011079,0.0000854331,0.9944631,0.0003577028,0.00007141614,0.0002422388,0.0002200777,0.0001819603,0.00004258328,0.0000327048,0.004190253,0.00001151544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6095681,0.006324846,0.0004410848,0.001240228,0.0001735575,0.0007631581,0.3735316,0.00009647034,0.007860937],"genre_scores_gemma":[0.7274364,0.00377913,0.001315742,0.001742076,0.0001952808,0.001945441,0.2601365,0.00004836176,0.00340112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07175492,"threshold_uncertainty_score":0.1426746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908997073367565,"score_gpt":0.2814381034328759,"score_spread":0.2623481326992003,"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."}}