{"id":"W4362454962","doi":"10.1016/j.transproceed.2023.02.060","title":"Increased Imminent Fracture Risk in Liver Transplant Recipients Despite Bisphosphonate Therapy","year":2023,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Bone health and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Liver transplantation; Bisphosphonate; Surgery; Internal medicine; Transplantation; Osteoporosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002794255,0.0002381452,0.000296065,0.0003575744,0.0001091973,0.00002014313,0.00006992552,0.0001650141,0.0001129988],"category_scores_gemma":[0.0000124937,0.0001957195,0.00008780665,0.0007557177,0.00003191069,0.0001894652,0.000002701562,0.0003061622,0.0002197857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008307292,"about_ca_system_score_gemma":0.00007427396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374981,"about_ca_topic_score_gemma":0.0001283431,"domain_scores_codex":[0.9984135,0.00001578847,0.0003849714,0.0003815877,0.0003702473,0.0004339155],"domain_scores_gemma":[0.999422,0.00005770359,0.000112339,0.00008342425,0.0000890318,0.0002355251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004468127,0.0003031217,0.974079,0.000320506,0.00007754994,0.0003653107,0.008791178,0.000005237578,0.001919847,0.00003399308,0.0005208352,0.009115277],"study_design_scores_gemma":[0.008437275,0.0003423692,0.976908,0.0003745255,0.0001260489,0.0001091473,0.00007052034,0.0004507836,0.01096313,0.0001295488,0.001903013,0.0001856182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997431,0.0002699131,0.00003142046,0.0004973915,0.0001052167,0.0008913254,0.0001266238,0.0002430851,0.0004039676],"genre_scores_gemma":[0.9761308,0.02169297,0.0002284763,0.0008522724,0.0000201726,0.0001520134,0.000602279,0.00003933047,0.0002816328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142306,"threshold_uncertainty_score":0.7981209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187616154210341,"score_gpt":0.2759833164521007,"score_spread":0.2572217010310666,"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."}}