{"id":"W4412902884","doi":"10.1037/fsh0000954","title":"Developing social network typologies for South Asian caregivers with prediabetes, gestational diabetes, and type 2 diabetes in Peel Region, Ontario, Canada.","year":2025,"lang":"en","type":"article","venue":"Families Systems & Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College; University of Toronto; Trillium Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Prediabetes; Gestational diabetes; Type 2 diabetes; Diabetes mellitus; Medicine; South asia; Gerontology; Endocrinology; Gestation; Sociology; Pregnancy; Biology; Ethnology","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":[0.000350607,0.0002016569,0.0004933137,0.0001821194,0.0002918817,0.00004603704,0.00008561026,0.00008397316,0.000002218318],"category_scores_gemma":[0.00007670051,0.0001850425,0.00002283037,0.0004234273,0.00008236711,0.00008484218,0.00003581403,0.0001510737,5.418549e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521441,"about_ca_system_score_gemma":0.005120749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2587533,"about_ca_topic_score_gemma":0.7470406,"domain_scores_codex":[0.9983616,0.00007308504,0.0003745003,0.0003452528,0.0002053924,0.0006400951],"domain_scores_gemma":[0.9992449,0.0001422618,0.0001823724,0.0001513735,0.0001897427,0.00008930817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005068359,0.00001658249,0.9084542,0.001839444,0.0001171121,0.000001112378,0.003052129,0.00007356521,5.048776e-7,0.003444308,0.08095073,0.001999561],"study_design_scores_gemma":[0.001179,0.000238726,0.9244775,0.001031345,0.00006771151,3.393708e-7,0.01716329,0.0002449514,0.000001791322,0.0002128441,0.05517185,0.0002106345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852228,0.002403279,0.00008541897,0.007754822,0.001313937,0.001699988,0.00002184744,0.00006859282,0.00142935],"genre_scores_gemma":[0.9947907,0.00005236931,0.0007034706,0.001227734,0.0002403066,0.0002165765,0.0003611296,0.00002180232,0.002385892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4882872,"threshold_uncertainty_score":0.9083989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001942150052754,"score_gpt":0.2548804120509848,"score_spread":0.2348609905504572,"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."}}