{"id":"W2073225592","doi":"10.1503/cmaj.051429","title":"Type 2 diabetes does not increase risk of depression","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes Management and Education","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Depression (economics); Type 2 diabetes; Diabetes mellitus; Computer science; Medicine; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001266075,0.00007481076,0.0001793125,0.0002010215,0.0001148123,0.00003013414,0.0000851267,0.0001710121,0.002505344],"category_scores_gemma":[0.002289108,0.00005451983,0.00007087719,0.0001986894,0.00002449769,0.00008939343,0.000009571189,0.0003726467,0.0000657213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465416,"about_ca_system_score_gemma":0.0009009904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776475,"about_ca_topic_score_gemma":0.00570806,"domain_scores_codex":[0.9984053,0.0000970596,0.0003239565,0.00009479392,0.0007893363,0.000289562],"domain_scores_gemma":[0.9985084,0.0001223796,0.000274208,0.00009011575,0.0003496424,0.0006552765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008544664,0.00004404572,0.8910198,0.00001461945,0.00006372875,0.00001336994,0.00002679603,0.000001852345,0.0001128766,0.00004853946,0.08960527,0.01904055],"study_design_scores_gemma":[0.0007428644,0.00005055406,0.9022526,0.0001066565,0.0001464985,0.000004926281,0.00008165019,0.0002413259,0.0006843171,0.0003803896,0.09522839,0.00007987842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851164,0.0001559843,0.000007049422,0.00648792,0.0008238027,0.0000787093,0.00001163441,0.00001176408,0.007306799],"genre_scores_gemma":[0.9941301,0.00009104089,0.0001293565,0.001978619,0.001514976,0.000002071263,0.00003374317,0.000009973869,0.00211013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01896067,"threshold_uncertainty_score":0.9984065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00367285942928291,"score_gpt":0.217350220502853,"score_spread":0.2136773610735701,"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."}}