{"id":"W6922377500","doi":"10.13140/rg.2.1.1764.2007","title":"Prevalence of Depression in Patients with Type 2 Diabetes in Quebec: A Population-Based Cohort Study","year":2013,"lang":"en","type":"article","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Depression (economics); Cohort study; Cohort; Diabetes mellitus; Type 2 Diabetes Mellitus; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000640577,0.000522351,0.0006306466,0.001206756,0.002535947,0.001434751,0.001358304,0.001128819,0.002326431],"category_scores_gemma":[0.001488156,0.0005872082,0.000804905,0.003052071,0.000655364,0.0008332478,0.0007455833,0.0009746653,0.0003107799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009909098,"about_ca_system_score_gemma":0.004089802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9473996,"about_ca_topic_score_gemma":0.9576887,"domain_scores_codex":[0.9993711,0.0001043075,0.00005072241,0.0001574622,0.0001352862,0.0001810157],"domain_scores_gemma":[0.9986271,0.00009858993,0.000317294,0.00008195873,0.0005091843,0.000366035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005325806,0.00004588129,0.9985451,0.000007241669,0.00007421659,0.00006292298,0.0002171776,0.00002051214,0.0001105535,0.00001139557,0.000321589,0.0005302202],"study_design_scores_gemma":[0.000007684027,0.00002211505,0.9993037,0.000006765383,0.00002281612,0.00003725907,0.0003689746,0.00009250909,0.000009122102,0.000004603995,0.0001202256,0.000004194101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996433,0.0003828943,0.00008756149,0.0001576792,0.0000122556,0.00004718141,0.00207377,0.000007862954,0.0007978714],"genre_scores_gemma":[0.9982123,0.0001909597,0.00008990847,0.0001005799,0.000006822367,0.00002713343,0.0008501663,0.000003337887,0.0005188076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05260038,"threshold_uncertainty_score":0.1058202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005801359683675515,"score_gpt":0.2356510629760484,"score_spread":0.2298497032923729,"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."}}