{"id":"W2514516257","doi":"10.1016/j.jpsychores.2016.08.011","title":"Prediabetes, depressive and anxiety symptoms, and risk of type 2 diabetes: A community-based cohort study","year":2016,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Prediabetes; Medicine; Type 2 diabetes; Anxiety; Diabetes mellitus; Internal medicine; Physical therapy; Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001230927,0.0008982504,0.0008405285,0.0008096093,0.002253245,0.001601553,0.0008559516,0.001739028,0.001898786],"category_scores_gemma":[0.001886537,0.001887852,0.00152443,0.001563432,0.0006120306,0.001112069,0.0009155413,0.002284209,0.0004263001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767882,"about_ca_system_score_gemma":0.0009225484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03679171,"about_ca_topic_score_gemma":0.04367403,"domain_scores_codex":[0.9992594,0.0001962932,0.00006105052,0.0002126171,0.0001120005,0.000158628],"domain_scores_gemma":[0.9986575,0.0001715267,0.0002450403,0.0002495454,0.0001720047,0.0005044674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009315004,0.0006907736,0.9960772,0.0000110749,0.0004554316,0.0001940702,0.000263189,0.00003802029,0.0005484959,0.00002756931,0.0001574042,0.0006053278],"study_design_scores_gemma":[0.0001298785,0.0003726538,0.9979826,0.000006930232,0.0002549743,0.0002182238,0.0006080682,0.0002092572,0.00004010721,0.00003296704,0.0001293038,0.00001502272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992329,0.000132787,0.00007522073,0.0000396523,0.00001760967,0.0000181056,0.0002683333,0.00000310825,0.0002122173],"genre_scores_gemma":[0.999059,0.0001142505,0.0001188281,0.00005583907,0.00002113393,0.00002368103,0.0002735794,0.000003330355,0.0003303656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03679171,"threshold_uncertainty_score":0.07315511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249778644960913,"score_gpt":0.3725243540997231,"score_spread":0.330026567650114,"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."}}