{"id":"W4416685594","doi":"10.1016/j.jcjd.2025.10.062","title":"Ready Set Go? A Qualitative Case Study Exploring Implementation Readiness and Scalability of a Diabetes Remission Intervention in a Southwestern Ontario Primary Care Setting","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":"","funders":"","keywords":"Primary care; Intervention (counseling); Psychological intervention; Diabetes mellitus; Type 2 diabetes; Set (abstract data type); Type 2 Diabetes Mellitus; Primary health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01308985,0.0005769916,0.0008186915,0.0008005889,0.03307478,0.004796038,0.004319812,0.003228802,0.0031036],"category_scores_gemma":[0.02159012,0.001091131,0.0006172036,0.001619967,0.01046486,0.002258614,0.006506038,0.005474992,0.0001944872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05577995,"about_ca_system_score_gemma":0.08846889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6615303,"about_ca_topic_score_gemma":0.8762589,"domain_scores_codex":[0.9857432,0.008031793,0.0004152059,0.000723998,0.001158137,0.00392765],"domain_scores_gemma":[0.9696617,0.01393272,0.002163325,0.0007046642,0.003866512,0.009671164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005477329,0.0003432764,0.008735369,0.0001353594,0.000009715364,0.001903931,0.9824457,0.00005769394,0.0003118831,0.000693564,0.001503395,0.003805205],"study_design_scores_gemma":[0.0000142054,0.0001302759,0.005245286,0.0001505213,0.00001123583,0.0001432192,0.9888154,0.00008681689,0.0001014387,0.0001075069,0.005175318,0.00001889458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852713,0.0003463732,0.0006886857,0.007834651,0.00008486475,0.0006609894,0.0001066163,0.00001961928,0.004986782],"genre_scores_gemma":[0.9918846,0.0003288345,0.001547776,0.002702963,0.00001930056,0.0003410646,0.00004350464,0.00002142428,0.003110572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3384697,"threshold_uncertainty_score":0.680926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05322121322206219,"score_gpt":0.3560734263028449,"score_spread":0.3028522130807828,"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."}}