{"id":"W3021801862","doi":"10.1136/bmjopen-2019-032762","title":"Patients’ perspectives on how to improve diabetes care and self-management: qualitative study","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Diabetes Management and Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University; Université Laval; Diabetes Canada","funders":"Canadian Institutes of Health Research; Diabetes Action Canada","keywords":"Medicine; Empathy; Qualitative research; Nursing; Health care; Diabetes management; Knowledge translation; Family medicine; Diabetes mellitus; Medical education; Type 2 diabetes; Psychiatry; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002220228,0.0001267433,0.0002153664,0.00007058386,0.00006998787,0.0001659736,0.0001588044,0.0000166579,0.00003163866],"category_scores_gemma":[0.0001506726,0.0001089854,0.00002484652,0.000202392,0.00001332025,0.0001773095,0.0003564743,0.00005798526,0.0001555715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006106577,"about_ca_system_score_gemma":0.00001525566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007135453,"about_ca_topic_score_gemma":0.000002463821,"domain_scores_codex":[0.9990124,0.00008720507,0.0001134943,0.0003936347,0.0002264543,0.0001668203],"domain_scores_gemma":[0.999418,0.00003829706,0.0000590296,0.0002272237,0.0001102593,0.000147186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002465032,0.001093056,0.09051245,0.0004771176,0.0004068155,0.000003508647,0.8740063,5.561038e-7,0.00001304817,0.0005260386,0.01849254,0.01422211],"study_design_scores_gemma":[0.00245214,0.004890939,0.1284898,0.00007870985,0.0001724329,8.077219e-9,0.8576784,0.00001425255,0.00005247261,0.0000236836,0.005981137,0.0001660605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485219,0.00002279655,0.000002151535,0.006345692,0.00008873889,0.01368915,0.00001059731,0.00004503344,0.03127391],"genre_scores_gemma":[0.9954281,0.000003090944,0.0007672905,0.001682197,0.0001068592,0.001186578,0.00002940361,0.00001834549,0.0007781388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04690616,"threshold_uncertainty_score":0.4444297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03983927593181927,"score_gpt":0.3816428684480288,"score_spread":0.3418035925162095,"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."}}