{"id":"W2807819410","doi":"10.2196/diabetes.9694","title":"Web-Based Interventions for Depression in Individuals with Diabetes: Review and Discussion","year":2018,"lang":"en","type":"review","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Depression (economics); Comorbidity; Diabetes mellitus; Medicine; The Internet; Clinical Practice; Psychiatry; Psychology; Family medicine; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007542779,0.0004838066,0.00201863,0.0006053968,0.00008188555,0.00006880499,0.0001908933,0.0002215586,0.0001274986],"category_scores_gemma":[0.0001937723,0.0002648855,0.0004988551,0.0005728759,0.0001103696,0.0001612356,0.0001023251,0.0002507247,0.00003440382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009742496,"about_ca_system_score_gemma":0.0001627531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.010612e-7,"about_ca_topic_score_gemma":0.000003493624,"domain_scores_codex":[0.9977397,0.0001255708,0.000769484,0.0006428518,0.000225168,0.0004972098],"domain_scores_gemma":[0.9984967,0.0002156336,0.0005037602,0.0005390754,0.00008344001,0.0001614048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002228361,0.0003198869,0.02836277,0.4081356,0.0001859279,3.020183e-7,0.00001639106,1.965775e-8,4.70856e-7,0.000004478674,0.02149219,0.5414798],"study_design_scores_gemma":[0.0006934185,0.0002620202,0.001966181,0.3634802,0.003104336,1.336293e-7,0.000007136745,0.00001113816,0.000001798869,0.00001556246,0.6301982,0.0002598246],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001032289,0.9910807,0.000003976382,0.0005564849,0.0001346792,0.006814728,0.00007603781,0.00007731465,0.0002237812],"genre_scores_gemma":[0.00009228173,0.9873832,0.001161864,0.0005143067,0.0001911013,0.007829381,0.001703373,0.0001012387,0.001023245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6087061,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04889922861114789,"score_gpt":0.3800470836856694,"score_spread":0.3311478550745215,"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."}}