{"id":"W4283364699","doi":"10.1097/med.0000000000000734","title":"Fracture prediction tools in diabetes","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Endocrinology Diabetes and Obesity","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba; McMaster University","funders":"","keywords":"Diabetes mellitus; Fracture (geology); Medicine; Computer science; Materials science; Endocrinology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001577768,0.00123935,0.002835131,0.003420997,0.0002445094,0.001686084,0.001404248,0.001523543,0.008020336],"category_scores_gemma":[0.005477799,0.0004022261,0.002186402,0.00285321,0.0003462231,0.001042431,0.00101218,0.001994576,0.002138265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006839021,"about_ca_system_score_gemma":0.001790077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294158,"about_ca_topic_score_gemma":0.003589686,"domain_scores_codex":[0.9989954,0.0002414001,0.0002426756,0.0001155945,0.000352408,0.00005257035],"domain_scores_gemma":[0.9980729,0.001234258,0.000302459,0.00002766372,0.0003157391,0.00004699201],"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":[0.0001039897,0.00003509803,0.0002715477,0.07116982,0.0004828502,0.00005795219,0.00004362317,0.0001765371,0.000105773,0.0009291913,0.03460194,0.8920217],"study_design_scores_gemma":[0.0001651667,0.0001725426,0.003340214,0.1315338,0.00215812,0.001644176,0.0001338007,0.0002640691,0.0002500568,0.002602598,0.8576683,0.00006701903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004819801,0.998909,0.00006505915,0.0002331316,0.000246608,0.00001302488,0.00006438531,0.000007738674,0.000412836],"genre_scores_gemma":[0.0006729042,0.9980686,0.0002591989,0.0003416782,0.0002433059,0.00002497321,0.0001271453,0.000003089005,0.0002590086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008020336,"threshold_uncertainty_score":0.02683073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227100514452619,"score_gpt":0.4103923858863285,"score_spread":0.2876823344410667,"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."}}