{"id":"W7116444880","doi":"10.70156/1754-2383.1515","title":"The lived experience of UK students transitioning to university with Type 1 Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"The Plymouth student scientist","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Superordinate goals; Thematic analysis; Qualitative research; Type 1 diabetes; Lived experience; Autonomy; Health care; Semi-structured interview; Independence (probability theory); Patient Empowerment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003738903,0.0005304271,0.001046043,0.001120305,0.007917346,0.006480617,0.001271072,0.002034946,0.002351682],"category_scores_gemma":[0.008750549,0.000576772,0.0005921453,0.001064444,0.006348808,0.003116999,0.008851224,0.00451967,0.0004899767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004239676,"about_ca_system_score_gemma":0.002941567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841082,"about_ca_topic_score_gemma":0.02908788,"domain_scores_codex":[0.9953882,0.002655881,0.0002015066,0.000263644,0.0004673448,0.00102342],"domain_scores_gemma":[0.9930362,0.001996802,0.0007206685,0.0001807543,0.000637639,0.003427917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001118797,0.0001173492,0.01868604,0.0001137756,0.00001700466,0.001776045,0.9683828,0.00005415344,0.0005748266,0.0005397211,0.001058144,0.008568299],"study_design_scores_gemma":[0.00000588845,0.0002397064,0.008873913,0.0001545633,0.00001149871,0.0008890846,0.9825896,0.00006700581,0.0001385487,0.0001630372,0.006826649,0.00004046507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959268,0.0006726458,0.000173099,0.00141455,0.00008234032,0.00002169694,0.00003204426,0.000009448069,0.001667293],"genre_scores_gemma":[0.9981129,0.000491905,0.00009975683,0.0004958404,0.00002003887,0.00001641858,0.00001870707,0.000007154709,0.0007372822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01841082,"threshold_uncertainty_score":0.03660733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620887074623051,"score_gpt":0.3129382402090885,"score_spread":0.296729369462858,"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."}}