{"id":"W4361217563","doi":"10.1016/j.jcjd.2023.03.003","title":"Health Professionals’ Experiences Supporting People With Type 1 Diabetes Mellitus Who Deliberately Restrict and/or Omit Insulin for Weight, Shape, and/or Appearance: A Meta-synthesis","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Foellinger Foundation","keywords":"Medicine; Meta-analysis; Health professionals; Diabetes mellitus; Insulin; Type 2 diabetes; Type 2 Diabetes Mellitus; Endocrinology; Internal medicine; Health care; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01201347,0.001293967,0.006403621,0.00258939,0.0006067421,0.002899994,0.001510405,0.002328437,0.006220877],"category_scores_gemma":[0.05371466,0.001041683,0.009373939,0.003667472,0.0006605863,0.001694923,0.001740746,0.002925067,0.0002968187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00427593,"about_ca_system_score_gemma":0.008007262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661085,"about_ca_topic_score_gemma":0.08906679,"domain_scores_codex":[0.9920331,0.004056364,0.002147415,0.0005710309,0.00085092,0.0003412901],"domain_scores_gemma":[0.9683059,0.02655145,0.003028353,0.0003766915,0.001398306,0.0003393244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.001867358,0.00008318115,0.002322983,0.8403953,0.1075439,0.0001003358,0.001551877,0.0001404299,0.0001355709,0.000334858,0.001735371,0.04378888],"study_design_scores_gemma":[0.002375365,0.0005330145,0.008374217,0.5131228,0.45616,0.0001703697,0.002418198,0.00009185366,0.0001603324,0.000443681,0.01607102,0.00007917442],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007136229,0.9899542,0.0002689853,0.0006770162,0.0003283613,0.0004473127,0.0005789017,0.000009628636,0.0005993999],"genre_scores_gemma":[0.1124036,0.8815617,0.001512262,0.002213813,0.000181374,0.00137407,0.0003963852,0.00001553208,0.0003411675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02661085,"threshold_uncertainty_score":0.06353402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105701342264651,"score_gpt":0.3716823590871217,"score_spread":0.2611122248606567,"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."}}