{"id":"W4406845317","doi":"10.1016/j.ekir.2024.11.430","title":"WCN25-3564 INSIGHTS INTO GEOGRAPHIC PATTERNS, URBAN-RURAL CONTRASTS AND HEALTHCARE DISPARITIES IN GLOMERULAR DISEASE INCIDENCE IN A CANADIAN PROVINCE","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Saskatchewan Polytechnic; University of Saskatchewan; University of Regina","funders":"","keywords":"Medicine; Incidence (geometry); Disease; Health care; Rural area; Pathology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001739958,0.0003664176,0.0004181666,0.00386622,0.005586714,0.001958956,0.001889182,0.0005669022,0.005389345],"category_scores_gemma":[0.004674105,0.000356798,0.0008839648,0.009681515,0.000856935,0.0005313493,0.001539349,0.0009001323,0.0004365112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03848702,"about_ca_system_score_gemma":0.1301156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984537,"about_ca_topic_score_gemma":0.999315,"domain_scores_codex":[0.9980626,0.0001617496,0.000101585,0.0001596028,0.0005324896,0.0009819925],"domain_scores_gemma":[0.9958668,0.000260668,0.000425762,0.0001219391,0.002404674,0.0009202188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176555,0.00009966279,0.936117,0.0001836807,0.0001135576,0.0002168585,0.005077214,0.0003651237,0.0002813069,0.00191562,0.02984518,0.02566711],"study_design_scores_gemma":[0.00001603802,0.00002060821,0.9729338,0.0002355341,0.00007616424,0.00009072909,0.009922788,0.0003553251,0.00009295226,0.0001853309,0.01603959,0.00003120633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127229,0.003233765,0.0008124089,0.00733293,0.000214214,0.0002152756,0.03649235,0.00007094164,0.03890518],"genre_scores_gemma":[0.9817561,0.001548351,0.001537401,0.001287657,0.00006060514,0.0001019211,0.006866253,0.00004107778,0.006800606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03848702,"threshold_uncertainty_score":0.2792442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00888200355273985,"score_gpt":0.3552843480615283,"score_spread":0.3464023445087885,"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."}}