{"id":"W4404446235","doi":"10.1186/s12875-024-02641-9","title":"Quality priorities related to the management of type 2 diabetes in primary care: results from the COMPAS + quality improvement collaborative","year":2024,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Sante Montreal; Université Laval; Université de Montréal; Institut National d'Excellence en Santé et en Services Sociaux; Centre Hospitalier de l’Université de Montréal; Hôpital Charles-Le Moyne; Health Sciences Centre; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Habilitation; Medicine; Intervention (counseling); Primary care; Quality (philosophy); Nursing; Quality management; Restructuring; Type 2 Diabetes Mellitus; Persuasion; Process management; Psychology; Family medicine; Operations management; Diabetes mellitus; Management system; Social psychology; Business; Engineering; Humanities","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009480372,0.0002059418,0.0003830885,0.0000866093,0.00008933842,0.00007851631,0.0002853652,0.00006755213,0.00002123996],"category_scores_gemma":[0.00006680581,0.0001321308,0.00009682243,0.0008938879,0.00009062958,0.0001145204,0.000281169,0.0002150516,0.00003632376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524065,"about_ca_system_score_gemma":0.0003846059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003586622,"about_ca_topic_score_gemma":0.0002648995,"domain_scores_codex":[0.9977645,0.0002584442,0.000720687,0.0004484341,0.0005344265,0.0002735652],"domain_scores_gemma":[0.9983089,0.0004273346,0.0001384921,0.0007846172,0.0002830124,0.00005766209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003262204,0.0006250713,0.3729585,0.02929854,0.00231354,0.00002612088,0.1653357,0.0002995428,0.003174216,0.009857996,0.05965906,0.3531895],"study_design_scores_gemma":[0.001279707,0.0002224176,0.9256777,0.001015677,0.0002193219,4.343339e-8,0.04337358,0.0000171117,0.0004504293,0.000217415,0.02733551,0.0001911526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949017,0.01069251,0.000005326535,0.002877551,0.00108256,0.002049096,0.0003755492,0.00008463309,0.03381576],"genre_scores_gemma":[0.9937955,0.000230299,0.0007994428,0.001190229,0.0001254553,0.0001392004,0.002272545,0.00002531771,0.001422071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5527191,"threshold_uncertainty_score":0.5388137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287809404758395,"score_gpt":0.3068906969241409,"score_spread":0.2840126028765569,"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."}}