{"id":"W4404209217","doi":"10.1016/j.jcjd.2024.11.002","title":"Concomitant Detection of Serum Activating Transcription Factor 4 Levels and Mean Amplitude of Glycemic Excursion Is Helpful to Predict Osteoporosis in Adults With Type 2 Diabetes Mellitus","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Concomitant; Osteoporosis; Diabetes mellitus; Internal medicine; Type 2 Diabetes Mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003303164,0.0005874301,0.000684126,0.001183023,0.0004014363,0.0006809284,0.000305743,0.0007234167,0.001315824],"category_scores_gemma":[0.00184678,0.0002770593,0.0005160809,0.0009060584,0.0001958392,0.0003520332,0.0002415255,0.0008347036,0.0002205834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602636,"about_ca_system_score_gemma":0.0003166593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715237,"about_ca_topic_score_gemma":0.008981332,"domain_scores_codex":[0.9997721,0.00004370972,0.000045093,0.00003028264,0.00006516463,0.00004368084],"domain_scores_gemma":[0.9991435,0.0002602597,0.0002762301,0.00002573914,0.0001292847,0.0001651186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003226472,0.00005700751,0.9943711,0.00001489507,0.00003739832,0.0001783983,0.00001959133,0.00005483106,0.0008841634,0.00001375915,0.0001912787,0.003854915],"study_design_scores_gemma":[0.00002023306,0.0002298119,0.9954628,0.00002633712,0.0001188509,0.00119684,0.000181692,0.001537953,0.0007278502,0.00008820109,0.000397066,0.00001225947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943278,0.001884279,0.0004127655,0.0003204022,0.00008155577,0.00002369527,0.0005490918,0.00003866014,0.002361678],"genre_scores_gemma":[0.9976628,0.000572124,0.0007908536,0.0001290154,0.0000752201,0.00001232468,0.000299096,0.000003880314,0.0004546318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004715237,"threshold_uncertainty_score":0.009375572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104733607874724,"score_gpt":0.2688834660081074,"score_spread":0.2478361299293602,"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."}}