{"id":"W4404538819","doi":"10.1016/j.jcjd.2024.09.049","title":"Demystifying Diabetes Remission: A Knowledge Mobilization Opportunity","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Mobilization; Diabetes mellitus; Intensive care medicine; Family medicine; Endocrinology; Law","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":[0.01119239,0.0003825192,0.0005137573,0.001246484,0.007063792,0.007652693,0.001986084,0.004744423,0.01527291],"category_scores_gemma":[0.01802128,0.0002826715,0.0008032928,0.0007930132,0.003716752,0.008055729,0.01208254,0.01031767,0.001439559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004703265,"about_ca_system_score_gemma":0.02357234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004817503,"about_ca_topic_score_gemma":0.01937455,"domain_scores_codex":[0.994724,0.002659011,0.0001666173,0.0002296411,0.0006158709,0.001604847],"domain_scores_gemma":[0.9769916,0.007816013,0.001375095,0.0008156334,0.00155705,0.01144465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005375934,0.003415889,0.008490897,0.0008823996,0.00008529919,0.002464551,0.05086843,0.0002014354,0.00112067,0.05011481,0.2247994,0.6570187],"study_design_scores_gemma":[0.001206516,0.001015635,0.02203181,0.004896174,0.0001776342,0.002415834,0.1753491,0.0008034471,0.001264112,0.1575701,0.6330634,0.0002061658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06469498,0.009015146,0.003667034,0.834433,0.006465719,0.0002441866,0.00007838979,0.00016988,0.08123174],"genre_scores_gemma":[0.8016361,0.01732414,0.01411493,0.1355658,0.007506405,0.0005101432,0.0002478829,0.0001361882,0.02295829],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01527291,"threshold_uncertainty_score":0.05919176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927823489325121,"score_gpt":0.3153577421398803,"score_spread":0.266079507246629,"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."}}