{"id":"W2802145806","doi":"10.1093/jncics/pky008","title":"Preventable Diabetic Complications After a Cancer Diagnosis in Patients With Diabetes: A Population-Based Cohort Study","year":2018,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Heart and Stroke Foundation of Canada; Institute for Clinical Evaluative Sciences; Women's College Hospital; Cancer Care Ontario","keywords":"Medicine; Diabetes mellitus; Cancer; Prostate cancer; Colorectal cancer; Cancer registry; Breast cancer; Internal medicine; Cohort; Population; Retrospective cohort study; Cohort study; Confidence interval; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001034987,0.0004381364,0.0005372812,0.0008392535,0.001343629,0.001297516,0.0009009668,0.0007677455,0.001229958],"category_scores_gemma":[0.002079158,0.0007200756,0.001190976,0.002531964,0.000349694,0.0006876313,0.000748106,0.001310671,0.0002897741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809816,"about_ca_system_score_gemma":0.002467666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2530986,"about_ca_topic_score_gemma":0.3114863,"domain_scores_codex":[0.9990844,0.0001287996,0.00008833737,0.0002602949,0.0002076072,0.000230538],"domain_scores_gemma":[0.9983075,0.0001251177,0.0006667137,0.0002052426,0.0003432436,0.000352246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006784806,0.00004234763,0.9992138,0.000006210032,0.00008858225,0.00003872124,0.00006504742,0.00001281631,0.00003629796,0.000009580844,0.0001349472,0.0002837875],"study_design_scores_gemma":[0.00003262838,0.00007683712,0.9990067,0.00001551236,0.00008957538,0.0001233879,0.0002336813,0.0001298549,0.00001405692,0.00001240745,0.0002583271,0.000007158951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965293,0.0003401129,0.0001127835,0.00008696076,0.00001773349,0.00004908834,0.002436921,0.000004191672,0.0004229239],"genre_scores_gemma":[0.9971111,0.0003845433,0.000180611,0.0001186436,0.00002325534,0.00004884038,0.001802128,0.000003319376,0.0003274175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530986,"threshold_uncertainty_score":0.5032507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005205510834521509,"score_gpt":0.2484757968460218,"score_spread":0.2432702860115003,"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."}}