{"id":"W2341276802","doi":"10.1097/txd.0000000000000581","title":"Well, I Wouldn't be Any Worse Off, Would I, Than I am Now? A Qualitative Study of Decision-Making, Hopes, and Realities of Adults With Type 1 Diabetes Undergoing Islet Cell Transplantation","year":2016,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council; Diabetes UK; King's College London; Manchester Biomedical Research Centre; Astellas Pharma; National Institute for Health and Care Research","keywords":"Medicine; Disappointment; Thematic analysis; Glycemic; Immunosuppression; Qualitative research; Hypoglycemia; Diabetes mellitus; Transplantation; Islet cell transplantation; Type 1 diabetes; Family medicine; Internal medicine; Social psychology; Endocrinology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003639528,0.0002475822,0.0005555137,0.0002850759,0.00006483423,0.00001186699,0.0000665911,0.0001373764,0.0001447227],"category_scores_gemma":[0.00008426909,0.0001637233,0.00005996085,0.000350776,0.000153165,0.0002141221,0.000004867329,0.0001264964,0.000004568826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002853021,"about_ca_system_score_gemma":0.00009532071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321648,"about_ca_topic_score_gemma":0.0004357314,"domain_scores_codex":[0.9981744,0.0002334616,0.0005379283,0.0003545277,0.0004658761,0.0002337849],"domain_scores_gemma":[0.9970653,0.002100569,0.0002748543,0.0002227864,0.0002372516,0.0000992103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.04914544,0.003757559,0.2971261,0.0101924,0.001705552,0.000172351,0.5511883,0.0001745759,0.06417737,0.0004052536,0.00118327,0.02077176],"study_design_scores_gemma":[0.06068325,0.02384118,0.3647687,0.02741938,0.005841222,0.00008235087,0.1657862,0.0003837995,0.3482503,0.0007147174,0.0004833919,0.001745507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946734,0.0004885699,0.0006333679,0.0001262627,0.00006977071,0.0006431249,0.0001992247,0.00006460504,0.003101696],"genre_scores_gemma":[0.9955187,0.003000577,0.000958439,0.0001104807,0.00002356098,0.00003319816,0.00007748565,0.00003112066,0.0002464079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3854021,"threshold_uncertainty_score":0.6676444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154307927973402,"score_gpt":0.2840532335886089,"score_spread":0.2686224407912687,"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."}}