{"id":"W3158795434","doi":"10.1016/j.ecl.2021.03.005","title":"Diabetes and Osteoporosis","year":2021,"lang":"en","type":"review","venue":"Endocrinology and Metabolism Clinics of North America","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Osteoporosis; Diabetes mellitus; Type 2 diabetes; Internal medicine; Intensive care medicine; Endocrinology","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":[0.0001448824,0.0005427499,0.002693089,0.0001398223,0.0000917471,0.00001924945,0.0003021944,0.0003685167,0.00004195289],"category_scores_gemma":[0.0003337102,0.0004798067,0.0004875514,0.0002152129,0.0006996738,0.000006855739,0.0004677785,0.0004115717,0.000006188823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003571748,"about_ca_system_score_gemma":0.0002714276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008227738,"about_ca_topic_score_gemma":0.00001366258,"domain_scores_codex":[0.9971427,0.0003650965,0.0008843485,0.0008924768,0.0001341149,0.0005812526],"domain_scores_gemma":[0.9981393,0.0001628371,0.0006854199,0.0006820642,0.0001340642,0.0001963765],"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":[0.000005173716,0.00005151008,0.00042229,0.001270392,0.0005304295,0.000004159333,0.00002286472,2.756145e-7,0.000002552098,0.00005744499,0.0005437976,0.9970891],"study_design_scores_gemma":[0.0003796621,0.0001118668,0.0003044834,0.0002713891,0.001498585,0.00001696278,0.00002887687,4.032027e-7,0.00004652185,0.00001854919,0.9968889,0.0004337653],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01085153,0.9876952,0.000008373852,0.000008038313,0.0007026238,0.0002919766,0.0003233857,0.00001326142,0.0001056321],"genre_scores_gemma":[0.00009914445,0.9973166,0.0006568998,0.0004099314,0.0005136687,0.0001137795,0.0006683331,0.00006097002,0.0001607038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9966553,"threshold_uncertainty_score":0.9997653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062930756713127,"score_gpt":0.3083263894493695,"score_spread":0.2876970818822382,"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."}}