{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01561573,0.0007245084,0.0008481325,0.001347534,0.0106205,0.004396931,0.002016261,0.001864646,0.003679087],"category_scores_gemma":[0.01960987,0.0008271284,0.0005156231,0.001364993,0.01254738,0.00495001,0.005085069,0.003785515,0.0003481428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007459061,"about_ca_system_score_gemma":0.008035582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0171972,"about_ca_topic_score_gemma":0.03047835,"domain_scores_codex":[0.9879708,0.009346779,0.000319945,0.000545184,0.000509255,0.00130803],"domain_scores_gemma":[0.97253,0.02136505,0.001534064,0.0004106897,0.001440058,0.002720227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000021943,0.00001563198,0.001008989,0.00007424964,0.000001972598,0.0003483461,0.9966251,0.00001701337,0.0001730185,0.00058638,0.0002354899,0.0008918336],"study_design_scores_gemma":[0.000002698163,0.00001724067,0.0003496212,0.00009609399,0.00000158005,0.00007837796,0.9970104,0.00002972561,0.00005676362,0.0001280746,0.002224401,0.000005003812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876776,0.0009284359,0.002009868,0.003647833,0.0001055168,0.000263602,0.0002357435,0.00001429422,0.005116971],"genre_scores_gemma":[0.9944028,0.0009488294,0.001097696,0.001015104,0.00002658614,0.0003172223,0.00007783718,0.00001995782,0.002093975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171972,"threshold_uncertainty_score":0.08258486,"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."}}