{"id":"W3196419638","doi":"10.1017/s0033291721003032","title":"Dynamic relationships between depressive symptoms and insulin resistance over 20 years of adulthood","year":2021,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Heart and Stroke Foundation; University of Toronto; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Alabama at Birmingham; Kaiser Foundation Research Institute; University of Toronto; University of Alabama; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Banting and Best Diabetes Centre, University of Toronto; University of Minnesota; Northwestern University","keywords":"Insulin resistance; Depressive symptoms; Resistance (ecology); Young adult; Medicine; Psychology; Insulin; Clinical psychology; Internal medicine; Diabetes mellitus; Endocrinology; Biology; Ecology","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":[0.0007389776,0.0001548166,0.000215742,0.0004537046,0.0001743843,0.0005264643,0.0002747434,0.0003173039,0.001029611],"category_scores_gemma":[0.002387861,0.0001987936,0.0002854349,0.0006127032,0.0001747562,0.0003333052,0.0004031941,0.0004677844,0.0001275372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238685,"about_ca_system_score_gemma":0.0001868421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003858176,"about_ca_topic_score_gemma":0.004612297,"domain_scores_codex":[0.9996767,0.0001025141,0.00003332765,0.00009847619,0.00003544548,0.00005352332],"domain_scores_gemma":[0.9987109,0.0002726164,0.0006039003,0.00009409356,0.0001496732,0.0001689696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006138026,0.00001478366,0.9981405,0.000007829394,0.0001039599,0.00002671548,0.00004702433,0.00005571935,0.0001684131,0.00002212249,0.00005251835,0.001299095],"study_design_scores_gemma":[0.000001302742,0.00002165075,0.9996392,0.000003773429,0.00001894753,0.00004968911,0.00003469759,0.0001261127,0.00002049561,0.00002791787,0.00005511078,0.000001175459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981152,0.0008066195,0.0001973891,0.00009790674,0.000006170341,0.000004354563,0.0005035239,0.000004864208,0.0002638951],"genre_scores_gemma":[0.9993742,0.0001675949,0.00008114493,0.0000205488,0.000006610232,0.000004327619,0.0002636825,7.409433e-7,0.00008119183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003858176,"threshold_uncertainty_score":0.007671416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394007740802989,"score_gpt":0.3375916997964308,"score_spread":0.3036516223884009,"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."}}