{"id":"W3116861048","doi":"10.2196/20888","title":"Relationship Between Diabetes, Stress, and Self-Management to Inform Chronic Disease Product Development: Retrospective Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Glycemic; Distress; Stress management; Body mass index; Diabetes management; Disease; Physical therapy; Cross-sectional study; Gerontology; Clinical psychology; Type 2 diabetes; Internal medicine; Endocrinology","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":[0.001919367,0.0002478857,0.0002553519,0.0009230187,0.0008046106,0.0008045139,0.0003289858,0.0004024747,0.001256058],"category_scores_gemma":[0.003329281,0.000431328,0.00043589,0.001400579,0.0002785066,0.0006960635,0.0007425903,0.0007691504,0.0003180832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207442,"about_ca_system_score_gemma":0.0005002507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004979621,"about_ca_topic_score_gemma":0.008844065,"domain_scores_codex":[0.999096,0.0003018969,0.0001594584,0.0001370484,0.0002133058,0.00009221814],"domain_scores_gemma":[0.9966131,0.0005666609,0.0016187,0.000256746,0.0005453905,0.0003993076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002281286,0.00009876039,0.9987836,0.00001483198,0.00001440963,0.00001429479,0.0001655036,0.000007990455,0.000056407,0.000004903583,0.00006552394,0.0007510164],"study_design_scores_gemma":[0.000006684172,0.0002785567,0.9979036,0.0000179846,0.00001883338,0.0001246203,0.001055882,0.0001021791,0.00006220587,0.00001059739,0.0004150845,0.000003900278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977298,0.0001681032,0.0002391651,0.00004143526,0.000006794053,0.0001647267,0.001076665,0.000003634632,0.0005696659],"genre_scores_gemma":[0.9976239,0.0001683516,0.0006819338,0.0001005648,0.0000122468,0.0002188682,0.0009782993,0.000002657284,0.0002131851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004979621,"threshold_uncertainty_score":0.01015073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821978936200046,"score_gpt":0.3053684524586948,"score_spread":0.2771486630966943,"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."}}