{"id":"W3122153512","doi":"10.2196/18245","title":"Diabetes Prevention in Adolescents: Co-design Study Using Human-Centered Design Methodologies","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Type 2 diabetes; Intervention (counseling); Diabetes mellitus; Public health; Stakeholder; Gerontology; Life expectancy; Facilitation; Psychology; Nursing; Environmental health; Public relations","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":[0.05430489,0.00108371,0.001294798,0.001553589,0.002637101,0.001693545,0.001304473,0.00146345,0.003302451],"category_scores_gemma":[0.03386774,0.0007617543,0.001810875,0.0007964422,0.001774244,0.00102723,0.002210194,0.001717956,0.0004523827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774985,"about_ca_system_score_gemma":0.007809395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188783,"about_ca_topic_score_gemma":0.002566898,"domain_scores_codex":[0.9400747,0.05145587,0.001969891,0.002454271,0.002435393,0.00160984],"domain_scores_gemma":[0.9588838,0.02662413,0.003260598,0.00338189,0.005816628,0.002032885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0183905,0.1743899,0.1189899,0.01078036,0.001654173,0.00134549,0.202307,0.006392667,0.01365674,0.007513407,0.003923179,0.4406568],"study_design_scores_gemma":[0.04821793,0.4769544,0.1409003,0.006138383,0.003359946,0.001207341,0.1776751,0.01931766,0.02652965,0.01354882,0.08563385,0.000516561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8377872,0.0008723283,0.08556783,0.0005581399,0.000248092,0.07176057,0.0003047304,0.0001064688,0.002794759],"genre_scores_gemma":[0.6477681,0.0005437113,0.1828213,0.0007782684,0.0001086582,0.1660861,0.0001605817,0.00003706938,0.001696299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05430489,"threshold_uncertainty_score":0.2871951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6181750078233328,"score_gpt":0.5353168905640424,"score_spread":0.08285811725929038,"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."}}