{"id":"W4205406166","doi":"10.1007/s00223-021-00941-1","title":"Performance of the Garvan Fracture Risk Calculator in Individuals with Diabetes: A Registry-Based Cohort Study","year":2022,"lang":"en","type":"article","venue":"Calcified Tissue International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Manitoba; McMaster University","funders":"","keywords":"Medicine; Diabetes mellitus; Hazard ratio; Population; Internal medicine; Proportional hazards model; Confidence interval; Cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001912861,0.0005741888,0.0009290937,0.001103857,0.001015852,0.001700949,0.0008861463,0.001125751,0.0009551758],"category_scores_gemma":[0.003770279,0.0007826948,0.001394766,0.002312008,0.0003671162,0.00110408,0.0007390798,0.001183909,0.0004002742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006331173,"about_ca_system_score_gemma":0.0008043683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01859698,"about_ca_topic_score_gemma":0.0205552,"domain_scores_codex":[0.9983978,0.0005235262,0.0001568015,0.0004067573,0.000272288,0.0002428339],"domain_scores_gemma":[0.9978678,0.0002904768,0.0006947592,0.000552221,0.0003471274,0.0002475325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002398007,0.0000930584,0.9986168,0.00000406417,0.0001396574,0.00003757341,0.00004957939,0.00003378139,0.000108235,0.0000200699,0.00008708859,0.0005702645],"study_design_scores_gemma":[0.00003570103,0.0001739182,0.9987122,0.000005085027,0.0001912066,0.000162158,0.00020357,0.0002690571,0.00005685206,0.00003015695,0.000151881,0.000008249186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982622,0.0002243266,0.00008864926,0.00004119952,0.00001059826,0.00001043342,0.0008038679,0.00000743503,0.0005513523],"genre_scores_gemma":[0.998848,0.0001259323,0.0001292415,0.00002473718,0.000009387373,0.00001238461,0.0005855329,0.000005382542,0.000259384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859698,"threshold_uncertainty_score":0.03697747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436313342757823,"score_gpt":0.3143822672079711,"score_spread":0.3000191337803929,"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."}}