{"id":"W4416685638","doi":"10.1016/j.jcjd.2025.10.036","title":"Integrating Type 2 Diabetes Prevention and Mental Health Support: A Cross-Referral and Sequential Programming Model in British Columbia","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Remotely Operated Platform for Ocean Sciences; Kelowna General Hospital","funders":"","keywords":"Type 2 diabetes; Mental health; Mental model; Type (biology); Augment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002361625,0.0004087762,0.0005393624,0.0006342352,0.006598249,0.002232951,0.002932437,0.001046525,0.004655565],"category_scores_gemma":[0.005267816,0.0007972422,0.0004923963,0.001378904,0.000967856,0.0009076915,0.003276824,0.002367986,0.0003572077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06318726,"about_ca_system_score_gemma":0.1209518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853542,"about_ca_topic_score_gemma":0.9937976,"domain_scores_codex":[0.9971494,0.0009499111,0.0001234473,0.0002413825,0.0002620704,0.001273735],"domain_scores_gemma":[0.9938406,0.0009669129,0.0002361128,0.0001407477,0.00116667,0.003648955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005213618,0.02204397,0.5877021,0.0009635783,0.0003595246,0.004991326,0.03859612,0.02214136,0.003185143,0.008022193,0.03044853,0.2763326],"study_design_scores_gemma":[0.003391146,0.005710141,0.7490144,0.002079489,0.0008204294,0.001327363,0.1339898,0.07295364,0.00237705,0.005456189,0.022321,0.0005594239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926659,0.0002048697,0.0004450039,0.002402396,0.00003390581,0.0003828115,0.000196701,0.0000372796,0.00363097],"genre_scores_gemma":[0.9909589,0.0004456421,0.002757846,0.0008744167,0.000008232916,0.0004229605,0.0002151767,0.00002286326,0.004293956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06318726,"threshold_uncertainty_score":0.4584578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650745794049503,"score_gpt":0.2964182580419123,"score_spread":0.2799108001014173,"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."}}