{"id":"W3022979516","doi":"10.2196/18578","title":"Immediate and Long-Term Effects of an 8-Week Digital Mental Health Intervention on Adults With Poorly Managed Type 2 Diabetes: Protocol for a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Type 2 diabetes; Mental health; Depression (economics); Intervention (counseling); Diabetes mellitus; Population; Physical therapy; Gerontology; Psychiatry; Internal medicine; Environmental health","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":[0.02727858,0.007468801,0.01473952,0.002963827,0.004347721,0.00516731,0.004365587,0.009183791,0.07192928],"category_scores_gemma":[0.02418624,0.003903542,0.0074854,0.003293679,0.00428836,0.004057171,0.002684332,0.01010266,0.01245641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006076301,"about_ca_system_score_gemma":0.01610584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025241,"about_ca_topic_score_gemma":0.007529019,"domain_scores_codex":[0.9832481,0.008383835,0.001929279,0.001755071,0.002298135,0.002385414],"domain_scores_gemma":[0.9885435,0.002894261,0.002336293,0.001374265,0.002937995,0.001913743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9347358,0.0206987,0.000387731,0.01215469,0.002095539,0.0001311755,0.0002521085,0.001221688,0.00137119,0.001566205,0.007186695,0.01819847],"study_design_scores_gemma":[0.9748063,0.01518246,0.0006202559,0.0009174721,0.0005886227,0.0000161076,0.00005534217,0.0006900522,0.0003287963,0.0007276191,0.006020961,0.00004600102],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002058958,0.0001717,0.000551722,0.000117545,0.0003007409,0.9957349,0.0005607117,0.00007964503,0.0004240914],"genre_scores_gemma":[0.001780857,0.0001046723,0.0008948324,0.0000986893,0.00005118249,0.9966512,0.0000761826,0.000003873357,0.0003385375],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07192928,"threshold_uncertainty_score":0.2406274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07412004771527697,"score_gpt":0.4769527096319028,"score_spread":0.4028326619166258,"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."}}