{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002202573,0.0004717107,0.0002992932,0.002532567,0.006663712,0.001744064,0.001022523,0.0003424671,0.00223607],"category_scores_gemma":[0.006592851,0.000316133,0.0004729512,0.002600357,0.001069571,0.001378927,0.002888709,0.0006347948,0.0001463224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03278044,"about_ca_system_score_gemma":0.04082274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9314886,"about_ca_topic_score_gemma":0.9708683,"domain_scores_codex":[0.9993507,0.0001631123,0.00005000144,0.00007571718,0.000113699,0.0002467677],"domain_scores_gemma":[0.996549,0.0005658862,0.0005605323,0.0001101865,0.001490293,0.0007240888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006926424,0.00006075098,0.6810371,0.0002932753,0.00002071791,0.0006659164,0.2812708,0.0002048587,0.0004241549,0.001189993,0.00338871,0.03137445],"study_design_scores_gemma":[0.00001089186,0.00003724756,0.393777,0.0003418949,0.00003272257,0.0001526451,0.5963121,0.001076604,0.0001823001,0.0005526012,0.007501959,0.00002200242],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910877,0.0004633539,0.0007872271,0.0009751138,0.0000228525,0.0005552681,0.0008385693,0.000008731494,0.005261155],"genre_scores_gemma":[0.9941322,0.0007449416,0.001937871,0.0001159964,0.000006153131,0.0006585555,0.0008175916,0.000006443638,0.001580256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06851143,"threshold_uncertainty_score":0.2378398,"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."}}