{"id":"W2085641279","doi":"10.12688/f1000research.5995.1","title":"Association between obesity and depression in patients with diabetes mellitus type 2; a study protocol","year":2015,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 Diabetes Mellitus; Diabetes mellitus; Obesity; Medicine; Depression (economics); Body mass index; Incidence (geometry); Psychiatry; Internal medicine; Endocrinology","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":[0.04559518,0.004266496,0.01085906,0.005323712,0.004298749,0.0036595,0.003504496,0.007645889,0.05367999],"category_scores_gemma":[0.04732322,0.004812398,0.008913886,0.004899202,0.002592048,0.004659783,0.002878404,0.004542643,0.008004293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004805862,"about_ca_system_score_gemma":0.03158455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003565225,"about_ca_topic_score_gemma":0.00807494,"domain_scores_codex":[0.9840096,0.007106313,0.004992703,0.001403084,0.001590663,0.0008977473],"domain_scores_gemma":[0.9757253,0.007821897,0.005309992,0.002287367,0.007082951,0.001772495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1134055,0.009702764,0.01037058,0.649694,0.009696362,0.002324706,0.005939898,0.002971292,0.003410029,0.008341394,0.07472534,0.1094182],"study_design_scores_gemma":[0.3306525,0.03060673,0.04908576,0.2304283,0.02001381,0.001862291,0.004413488,0.005079807,0.003733813,0.01495626,0.3077992,0.001368119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001022123,0.0007038927,0.0008249845,0.0001790804,0.0001191902,0.9947281,0.002053318,0.00002883548,0.0003404741],"genre_scores_gemma":[0.0007518834,0.0002922697,0.001261366,0.0001441151,0.00001982185,0.9971099,0.0002937742,0.000002130306,0.0001246971],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05367999,"threshold_uncertainty_score":0.2411333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0473090776021652,"score_gpt":0.3733624784411465,"score_spread":0.3260534008389813,"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."}}