{"id":"W4313142533","doi":"10.2196/41880","title":"Improvements in Glycemic Control and Depressive Symptoms Among Adults With Type 2 Diabetes: Retrospective Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Medicine; Psychological intervention; Type 2 diabetes; Diabetes management; Diabetes mellitus; Population; Physical therapy; Gerontology; Nursing; 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":[0.002003836,0.0003027782,0.0004404719,0.001049728,0.0005710968,0.0007000143,0.0004772216,0.0004309174,0.0008527117],"category_scores_gemma":[0.003760523,0.0004782357,0.0006979034,0.001358282,0.0003688944,0.0005569521,0.0006559329,0.0005397802,0.0003064054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004049043,"about_ca_system_score_gemma":0.0005843956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006485571,"about_ca_topic_score_gemma":0.008883409,"domain_scores_codex":[0.9985574,0.0004112649,0.0003009753,0.0003303248,0.0002964934,0.0001035261],"domain_scores_gemma":[0.9971778,0.0004032783,0.001257152,0.0003327135,0.0005730423,0.0002559256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096076,0.00009235456,0.9985169,0.00002334546,0.00007575551,0.00003415305,0.0001139228,0.00001119204,0.00004907047,0.000005778109,0.00007172087,0.0008962075],"study_design_scores_gemma":[0.00003179239,0.000703836,0.9974346,0.00002523709,0.0001213893,0.0004157608,0.0007418381,0.0000928036,0.00007302948,0.00001177151,0.0003411308,0.000006953986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981186,0.0003477124,0.0002035239,0.00001941919,0.000007087874,0.0001331325,0.0007377625,0.000004250841,0.0004284198],"genre_scores_gemma":[0.998565,0.0002509408,0.0002626776,0.00005544266,0.00001193451,0.00009853127,0.0006389806,0.000002183132,0.000114248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006485571,"threshold_uncertainty_score":0.01289564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269004979615174,"score_gpt":0.3293293454717197,"score_spread":0.316639295675568,"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."}}