{"id":"W2559575612","doi":"10.1002/gps.4634","title":"Depressive symptoms, prediabetes, and incident diabetes in older English adults","year":2016,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Diabetes Management and Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; McGill University; Douglas Mental Health University Institute","funders":"National Institute on Aging","keywords":"Prediabetes; Medicine; Hazard ratio; Diabetes mellitus; Internal medicine; Depression (economics); Proportional hazards model; Depressive symptoms; Type 2 diabetes; Confidence interval; 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":[0.0008205675,0.0001836749,0.0002846395,0.000419944,0.0001956986,0.0004838092,0.0001978343,0.0001967521,0.001002243],"category_scores_gemma":[0.002338634,0.0001665249,0.0003907204,0.000461576,0.0001064681,0.0002437436,0.000335578,0.000330164,0.0001398438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058615,"about_ca_system_score_gemma":0.0002320366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007776006,"about_ca_topic_score_gemma":0.01011547,"domain_scores_codex":[0.9997398,0.00009677425,0.0000421625,0.00003635837,0.00004656969,0.00003823309],"domain_scores_gemma":[0.9988046,0.0001772926,0.0006441209,0.0000409987,0.000157627,0.0001753986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007249826,0.00002706149,0.9984688,0.00002550076,0.00006814038,0.00005768418,0.00007541633,0.000009500754,0.00004947725,0.00001004632,0.000107837,0.001027998],"study_design_scores_gemma":[0.00001055657,0.00003687998,0.9994903,0.00001913317,0.00003768331,0.00009206583,0.0001260978,0.00004491974,0.00001475795,0.00001606494,0.0001098314,0.00000165088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997118,0.00174341,0.00004895974,0.0001538719,0.00001453437,0.000007570874,0.0003800415,0.000001495059,0.0005322076],"genre_scores_gemma":[0.9984062,0.0008874382,0.00006105788,0.0000985701,0.00002008552,0.000007960924,0.0002490198,5.454981e-7,0.0002690483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007776006,"threshold_uncertainty_score":0.01546144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003035917627355512,"score_gpt":0.2345523083935771,"score_spread":0.2315163907662216,"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."}}