{"id":"W4404538361","doi":"10.1016/j.jcjd.2024.09.105","title":"Perspectives of Weight Management Among Canadians With Type 2 Diabetes","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Gerontology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002655282,0.0003146149,0.000550837,0.001443,0.01693761,0.005787666,0.001600402,0.002896685,0.007796581],"category_scores_gemma":[0.00566198,0.0002964259,0.0009620123,0.003166107,0.003302094,0.001403791,0.002609368,0.006067288,0.0002950505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05682829,"about_ca_system_score_gemma":0.09773249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9730425,"about_ca_topic_score_gemma":0.9891045,"domain_scores_codex":[0.9947681,0.0007997124,0.0001352635,0.0001806188,0.001388102,0.002728158],"domain_scores_gemma":[0.9895722,0.0005827397,0.0006339971,0.00004801504,0.003242552,0.005920591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006070327,0.001085252,0.3016167,0.001014399,0.0002774159,0.004670613,0.1611248,0.0003762043,0.001206195,0.02799948,0.3467622,0.1532596],"study_design_scores_gemma":[0.0001496782,0.0002383731,0.2091447,0.001920815,0.0002151975,0.001143622,0.493448,0.000258562,0.0001586841,0.002465038,0.2906836,0.0001736561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2602245,0.0208401,0.0001584575,0.6245592,0.004364283,0.00004975953,0.0006239447,0.00001311237,0.08916666],"genre_scores_gemma":[0.8909042,0.01734088,0.0003868014,0.08135965,0.001455247,0.00003506756,0.0002887052,0.00001514571,0.00821435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05682829,"threshold_uncertainty_score":0.41232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866662216241849,"score_gpt":0.3269262572973953,"score_spread":0.3082596351349768,"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."}}