{"id":"W3111938044","doi":"10.2196/25607","title":"Secondary Prevention of Hip Fragility Fractures During the COVID-19 Pandemic: Service Evaluation of “MRS BAD BONES”","year":2020,"lang":"en","type":"article","venue":"JMIR Aging","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Hospitals Coventry and Warwickshire NHS Trust; University of Warwick","keywords":"Medicine; Osteoporosis; Femoral neck; Hip fracture; Medical prescription; Osteonecrosis of the jaw; Pandemic; Rheumatology; Smoking cessation; Physical therapy; Population; Internal medicine; Emergency medicine; Coronavirus disease 2019 (COVID-19); Bisphosphonate; Disease; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001602069,0.000202467,0.0002175975,0.001355065,0.000729366,0.0004379754,0.0003665012,0.000281364,0.001934538],"category_scores_gemma":[0.005609563,0.0001827654,0.0002282284,0.001008632,0.0005034913,0.000250719,0.001062764,0.0004753884,0.0001570981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012169,"about_ca_system_score_gemma":0.002870213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02518899,"about_ca_topic_score_gemma":0.05309498,"domain_scores_codex":[0.9980502,0.0006788151,0.0002859324,0.00008556001,0.0004955304,0.000403934],"domain_scores_gemma":[0.9951128,0.0005180995,0.002435101,0.00009869684,0.001169238,0.0006661393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009539731,0.00004923918,0.9851253,0.000145593,0.0000131734,0.0005611125,0.0004331191,0.0000276484,0.0001775765,0.00004304214,0.001030681,0.01229805],"study_design_scores_gemma":[0.00001197039,0.0004042966,0.9926139,0.0001934438,0.00001869197,0.00224612,0.002399455,0.0001329212,0.0002548989,0.00003217916,0.00168388,0.000008236527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904811,0.00155301,0.0002487833,0.001416293,0.00005133855,0.0003176308,0.0004972594,0.00001570301,0.00541895],"genre_scores_gemma":[0.997932,0.0007085202,0.0004216683,0.0002999627,0.00003205952,0.00004955181,0.0002274424,0.000002778355,0.0003261917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518899,"threshold_uncertainty_score":0.05008471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498696430612254,"score_gpt":0.4599723150383703,"score_spread":0.3101026719771448,"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."}}