{"id":"W4411521281","doi":"10.1007/s10708-025-11412-7","title":"Examining county-level factors of diabetes prevalence in the United States","year":2025,"lang":"en","type":"article","venue":"GeoJournal","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Human geography; Environmental health; Quality of Life Research; Diabetes mellitus; Geography; Gerontology; Medicine; Public health; Economic geography; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006423873,0.0002215138,0.0002746932,0.001610755,0.0006471651,0.0007750841,0.0003725436,0.000379924,0.001291804],"category_scores_gemma":[0.002513469,0.0003507489,0.0005182,0.002540635,0.0002725174,0.0004035216,0.0007577279,0.0005558123,0.0001416134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278471,"about_ca_system_score_gemma":0.0008427555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1342755,"about_ca_topic_score_gemma":0.2310502,"domain_scores_codex":[0.9994973,0.000197058,0.00006666848,0.00008144116,0.00006732935,0.00009011388],"domain_scores_gemma":[0.9978495,0.0004931061,0.0007410696,0.0001383362,0.0003284455,0.0004495564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001714354,0.00001828599,0.9993309,0.000003384954,0.00003846907,0.00001110445,0.00002837708,0.00002038115,0.00002464955,0.000007952544,0.0001382044,0.0003612536],"study_design_scores_gemma":[0.000001668947,0.00001260568,0.9994397,0.00000392869,0.00002814664,0.00002114277,0.0003067655,0.00007364135,0.00001062064,0.000006694658,0.0000938259,0.000001212984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979542,0.0003288859,0.00005305343,0.000122101,0.00001434168,0.000003910503,0.0009259669,0.000006080601,0.0005913571],"genre_scores_gemma":[0.9991411,0.0001499994,0.00005026238,0.0000341815,0.00001028319,0.000004347465,0.0004764274,0.000001680128,0.000131785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1342755,"threshold_uncertainty_score":0.2669879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04652234277968763,"score_gpt":0.2921954311771416,"score_spread":0.245673088397454,"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."}}