{"id":"W3164015045","doi":"10.1016/j.ecl.2021.03.006","title":"Diabetes and Osteoporosis","year":2021,"lang":"en","type":"review","venue":"Endocrinology and Metabolism Clinics of North America","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"FRAX; Medicine; Osteoporosis; Diabetes mellitus; Type 2 diabetes; Internal medicine; Clinical trial; Osteoporotic fracture; Endocrinology; Bone mineral","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002118341,0.0004489924,0.004605752,0.0003578541,0.0001143658,0.00001268942,0.0001476803,0.0003195439,0.00009060114],"category_scores_gemma":[0.0008542951,0.0003581869,0.0004472435,0.0004713138,0.0008788176,0.0000496852,0.0003410489,0.001164741,0.0000192255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001180297,"about_ca_system_score_gemma":0.0007539723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003098505,"about_ca_topic_score_gemma":0.00001205017,"domain_scores_codex":[0.9966559,0.0003743835,0.001213258,0.0007268295,0.0002528237,0.0007768063],"domain_scores_gemma":[0.9970503,0.001040065,0.0005864023,0.0006021958,0.0002049249,0.000516113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000151544,0.0001128385,0.004000713,0.01006415,0.0003249129,0.00005069305,0.00004456249,1.379905e-8,1.454005e-7,0.00005548011,0.0003506355,0.9849807],"study_design_scores_gemma":[0.0007141195,0.0002879887,0.00738607,0.001467963,0.002021023,0.0001383768,0.0000483512,0.000001066205,0.000001283999,0.000009621954,0.987684,0.0002401129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006843509,0.9914886,0.000001361533,0.0002216163,0.0003260085,0.0007050076,0.0001525321,0.00003180713,0.0002295979],"genre_scores_gemma":[0.0001273868,0.9970166,0.001138179,0.0006360247,0.0002119426,0.0001178528,0.0003302789,0.00005245088,0.0003692803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873334,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751847015711894,"score_gpt":0.3820900139539686,"score_spread":0.3345715437968497,"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."}}