{"id":"W4321639668","doi":"10.1093/ageing/afab219.103","title":"103 ORTHOGERIATRIC SERVICES IN THE FACE OF COVID-19","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hip fracture; Quarter (Canadian coin); Irish; Coronavirus disease 2019 (COVID-19); National Service Framework; Pandemic; Emergency medicine; Medical emergency; Older people; Osteoporosis; Internal medicine; Gerontology","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":[0.0002524838,0.00005848647,0.0001579884,0.00005671504,0.00005374655,0.00001557063,0.0000420476,0.00004171888,0.0000415755],"category_scores_gemma":[0.000182312,0.00003981587,0.00003043882,0.000307605,0.00001606861,0.00004151377,0.00003108686,0.0001112589,0.000002806739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001983695,"about_ca_system_score_gemma":0.0002342382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608263,"about_ca_topic_score_gemma":0.001786295,"domain_scores_codex":[0.9994082,0.00006450158,0.0001488038,0.0001219093,0.0001211974,0.0001353419],"domain_scores_gemma":[0.9994731,0.000208593,0.00004084787,0.0001549621,0.00002188634,0.0001006179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003778315,0.0005635418,0.3884886,0.02119086,0.0001349622,0.2150817,0.147284,0.0000921524,0.04555535,0.001834797,0.002074805,0.1773214],"study_design_scores_gemma":[0.001235379,0.0001160357,0.9262729,0.000230859,0.00005596631,0.0001420647,0.01062204,0.0000558538,0.0003003197,0.0003479813,0.06052578,0.00009485292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836657,0.002852503,0.00006077647,0.01241954,0.00003019471,0.0001227959,0.00000384883,0.00001136318,0.0008332548],"genre_scores_gemma":[0.9841533,0.0005810181,0.00005283381,0.01497835,0.00006741595,0.000002545732,0.00001218152,0.000004538914,0.0001478379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5377843,"threshold_uncertainty_score":0.2431223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853625177787321,"score_gpt":0.3681540068545033,"score_spread":0.3196177550766302,"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."}}