{"id":"W4214669381","doi":"10.14740/jem247w","title":"The Role of Depression on Glycemic Control","year":2014,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Depression (economics); Diabetes mellitus; Comorbidity; Internal medicine; Mood; Disease; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005740928,0.000191109,0.0003958907,0.0003432087,0.0004170394,0.001223224,0.0003543033,0.0004760662,0.002821292],"category_scores_gemma":[0.005717302,0.0001178801,0.0004737263,0.0005196938,0.000203866,0.0002897738,0.0004033131,0.001156425,0.0002085678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007890568,"about_ca_system_score_gemma":0.0007120408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036733,"about_ca_topic_score_gemma":0.01032773,"domain_scores_codex":[0.9992089,0.0003161904,0.00006714699,0.00008941963,0.0001697188,0.0001486775],"domain_scores_gemma":[0.9975773,0.0007549295,0.0006835058,0.00008503062,0.0003869524,0.0005122958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000922873,0.0005903872,0.8029149,0.0003358721,0.0009744755,0.0008188719,0.0004205873,0.0001879681,0.00047094,0.001204939,0.00549059,0.1856676],"study_design_scores_gemma":[0.00003516777,0.0001601761,0.9939457,0.0003581811,0.0003217765,0.0004736642,0.0002418363,0.0002759657,0.00007553372,0.0007168408,0.003379754,0.00001547169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8197003,0.1196818,0.0005210448,0.0166962,0.0006573452,0.00005884146,0.001235143,0.00003214308,0.04141716],"genre_scores_gemma":[0.9818643,0.01580219,0.0001727164,0.0008720875,0.0002418662,0.00001062063,0.0002275621,0.000004635126,0.0008039949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036733,"threshold_uncertainty_score":0.02061397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006148627124083208,"score_gpt":0.2495464338725382,"score_spread":0.243397806748455,"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."}}