{"id":"W4390945704","doi":"10.1007/s13300-023-01527-w","title":"Emotional, Psychological, and Social Well-being Experience of Long-Term Living with Type 1 Diabetes Mellitus: A Patient–Psychiatrist–Endocrinologist Perspective","year":2024,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Management and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association; Trillium Health Centre; University of Toronto","funders":"","keywords":"Quality of life (healthcare); Medicine; Denial; Mental health; Anxiety; Distress; Perspective (graphical); Type 1 diabetes; Stressor; Psychiatry; Depression (economics); Anger; Clinical psychology; Psychology; Diabetes mellitus; Psychotherapist; Nursing","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":[0.0001649823,0.0002359957,0.0003724965,0.0002445696,0.0001605136,0.0001150892,0.0001515924,0.00008383597,0.000362006],"category_scores_gemma":[0.00003631046,0.0001614306,0.0001079569,0.0004888548,0.0005869902,0.0001553705,0.00007947199,0.0002767321,0.00002070543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005103584,"about_ca_system_score_gemma":0.00002945112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003111263,"about_ca_topic_score_gemma":0.000001062881,"domain_scores_codex":[0.9982175,0.0000894493,0.0002439817,0.0005299115,0.0003918769,0.0005272326],"domain_scores_gemma":[0.9992349,0.000206735,0.00006984017,0.0002241497,0.0001828011,0.00008160883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001323252,0.0007760791,0.8986908,0.0005138467,0.0007099851,0.00003406597,0.006874382,0.000001230334,0.004601132,0.002194832,0.0007551821,0.08471619],"study_design_scores_gemma":[0.001525121,0.005780012,0.9790809,0.00123804,0.0001329871,0.000003171778,0.003822036,0.0002380782,0.004845601,0.001158535,0.001629953,0.0005455544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768345,0.0186613,0.00001174331,0.0008228041,0.0002194144,0.0004689685,0.000004072858,0.0001324517,0.00284479],"genre_scores_gemma":[0.9969967,0.001845614,0.0001988768,0.0003640669,0.0001726253,0.00005390132,0.00001524404,0.00003646807,0.0003165131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08417064,"threshold_uncertainty_score":0.6582947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289017211454716,"score_gpt":0.329286928443934,"score_spread":0.3063967563293868,"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."}}