{"id":"W4386003443","doi":"10.1016/j.diabres.2023.110886","title":"The impact of real-time sensor technology on quality of life for adults with type 1 diabetes: A Dutch national survey","year":2023,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"Diabetes Fonds","keywords":"Medicine; Type 1 diabetes; Quality of life (healthcare); Distress; Diabetes mellitus; Observational study; Type 2 diabetes; Gerontology; Perception; Insulin pump; Clinical psychology; Nursing; Psychology; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02413477,0.0001382178,0.0005600582,0.0003864069,0.0001961971,0.00004209001,0.0002672171,0.0001849003,0.00003522922],"category_scores_gemma":[0.1438984,0.00007759305,0.0001348585,0.00189265,0.00114669,0.0001204325,0.000210768,0.0006714864,0.00006963938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004310282,"about_ca_system_score_gemma":0.000584196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009031831,"about_ca_topic_score_gemma":0.00001767362,"domain_scores_codex":[0.9955565,0.001245096,0.0007274251,0.0004091179,0.001332736,0.0007291146],"domain_scores_gemma":[0.9377034,0.0572546,0.0002831024,0.0004622804,0.004034915,0.0002617422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01678561,0.001748802,0.9354398,0.0005749312,0.001871587,0.000003497212,0.00004102978,0.000007776704,0.001296341,0.0007423945,0.02522784,0.01626044],"study_design_scores_gemma":[0.00377509,0.01839219,0.9710689,0.000218717,0.00004390521,1.043788e-7,0.0005013312,0.002993801,0.0002508856,0.001079059,0.001545248,0.0001307905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907418,0.0001454788,5.031886e-7,0.004196576,0.00003539566,0.001116995,0.0001026452,0.00003981737,0.003620786],"genre_scores_gemma":[0.9964873,0.001159863,0.0001885673,0.00006535944,0.0001009177,0.00007271166,0.0001295725,0.00002841208,0.001767324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197636,"threshold_uncertainty_score":0.863313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2185937005629469,"score_gpt":0.5494054421430016,"score_spread":0.3308117415800547,"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."}}