{"id":"W3010110336","doi":"10.1111/dme.14286","title":"A standard set of person‐centred outcomes for diabetes mellitus: results of an international and unified approach","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Novo Nordisk Fonden; Imperial College London","keywords":"Medicine; Delphi method; Diabetes mellitus; Distress; Multidisciplinary approach; MEDLINE; Family medicine; Patient-reported outcome; Gerontology; Quality of life (healthcare); Nursing; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623928,0.0001371296,0.0005496417,0.0001297766,0.00001909317,0.000006021668,0.000122241,0.0000526122,0.00005911807],"category_scores_gemma":[0.001181383,0.000103547,0.00005358959,0.000162964,0.0001808984,0.0000842645,0.0000250672,0.00006935907,6.706995e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181617,"about_ca_system_score_gemma":0.00003859321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001036772,"about_ca_topic_score_gemma":4.715946e-7,"domain_scores_codex":[0.9987505,0.00003264986,0.000409233,0.0002733801,0.0003506619,0.0001835765],"domain_scores_gemma":[0.9990157,0.0001766089,0.0002065855,0.0002145797,0.0001978007,0.0001886529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006827299,0.001549109,0.6048853,0.01268592,0.003531936,0.000006580843,0.1183405,0.00005388841,0.02606782,0.00596184,0.0406139,0.1794759],"study_design_scores_gemma":[0.09187022,0.01805365,0.6443577,0.002344237,0.004478545,0.000001996149,0.08249124,0.05928379,0.03620758,0.001359527,0.05839865,0.001152893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760347,0.0003818412,0.0001746558,0.01909596,0.0002202856,0.0007267892,0.0001387289,0.00002978785,0.00319725],"genre_scores_gemma":[0.9949169,0.00005734988,0.002863781,0.0008857342,0.000237055,0.00002339133,0.000800801,0.00001642349,0.0001985901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1783231,"threshold_uncertainty_score":0.4222523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879296029979078,"score_gpt":0.3001000384525261,"score_spread":0.2413070781527353,"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."}}