{"id":"W4213088318","doi":"10.1016/j.jcjd.2022.02.006","title":"“Tis Better to Give Than to Receive?” Health-related Benefits of Delivering Peer Support in Type 2 Diabetes: An Explanatory Sequential Mixed-methods Study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"Diabetes Canada; Canadian Diabetes Association","keywords":"Medicine; Peer support; Psychosocial; Type 2 diabetes; Diabetes mellitus; Glycated hemoglobin; Distress; Randomized controlled trial; Diabetes management; Peer group; Peer review; Family medicine; Intervention (counseling); Physical therapy; Clinical psychology; Nursing; Internal medicine; Psychiatry; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.01023501,0.0005650589,0.0009399246,0.0005232495,0.001927868,0.001814499,0.001436277,0.00309365,0.00449709],"category_scores_gemma":[0.03539729,0.0008302847,0.001965774,0.0009253389,0.001126521,0.002239675,0.001406952,0.002690258,0.0002908824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535159,"about_ca_system_score_gemma":0.002439785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505814,"about_ca_topic_score_gemma":0.01748388,"domain_scores_codex":[0.991613,0.005562657,0.0006841903,0.0007896969,0.0006947119,0.0006557159],"domain_scores_gemma":[0.9791086,0.01348443,0.004325745,0.000907749,0.0007422898,0.001431164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.05211285,0.04271429,0.7996426,0.002962235,0.008830301,0.0003003899,0.01230743,0.0006470165,0.0004213227,0.001302866,0.002153096,0.07660555],"study_design_scores_gemma":[0.01213572,0.02794166,0.9314728,0.001329339,0.006012485,0.0002084535,0.01376823,0.003119285,0.000315523,0.001817141,0.001718938,0.0001603845],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974813,0.0009032455,0.0001292411,0.0005507976,0.0001108803,0.0002325478,0.0001738397,0.000002568322,0.0004156954],"genre_scores_gemma":[0.9978138,0.0004176119,0.0005963325,0.0003469524,0.00009387081,0.0002800987,0.000119907,0.00000229645,0.000329121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9849418,"threshold_uncertainty_score":0.05412859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936182906383763,"score_gpt":0.316681246394213,"score_spread":0.2873194173303754,"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."}}