{"id":"W2770682500","doi":"10.1111/hex.12649","title":"Diabetes‐related complications: Which research topics matter to diverse patients and caregivers?","year":2017,"lang":"en","type":"article","venue":"Health Expectations","topic":"Diabetes Management and Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Focus group; Diabetes mellitus; Gerontology; Medicine; Research design; Qualitative research; Population; Diabetes management; Type 2 diabetes; Disease; Family medicine; Psychology; Environmental health; Pathology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199301,0.0000681441,0.0001209059,0.0002074147,0.001092697,0.00009339146,0.0001100411,0.00003378139,0.0001250475],"category_scores_gemma":[0.0002602891,0.00006990262,0.00001659256,0.0001815979,0.0000600829,0.0001552635,0.00009354252,0.0001250614,0.000571246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261928,"about_ca_system_score_gemma":0.00008430211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601768,"about_ca_topic_score_gemma":0.00007076635,"domain_scores_codex":[0.9990568,0.00004796572,0.0001711032,0.000226075,0.0002119207,0.000286147],"domain_scores_gemma":[0.9987988,0.00004152376,0.00008207323,0.0004451349,0.0003996644,0.0002327864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007696326,0.0002282138,0.801286,0.0001517137,0.00003114471,2.836431e-7,0.01786706,0.000001081707,0.00001064793,0.001510806,0.1679328,0.01097253],"study_design_scores_gemma":[0.000514455,0.0001368598,0.9784163,0.00007417779,0.00001327783,1.180369e-7,0.005753094,0.0000526117,0.000006614174,0.0002455943,0.01472437,0.0000625462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8579388,0.0001347309,0.00001058833,0.1195866,0.0002866345,0.001064674,0.000012119,0.00003463763,0.02093123],"genre_scores_gemma":[0.9936916,0.00002100389,0.0007244389,0.001327286,0.00006552963,0.0001486159,0.0001374994,0.00001129962,0.003872784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1771303,"threshold_uncertainty_score":0.8404256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08078425246929384,"score_gpt":0.4129483251939937,"score_spread":0.3321640727246999,"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."}}