{"id":"W4411055865","doi":"10.58931/cpct.2025.3142","title":"Risk Prediction for Chronic Kidney Disease: Considerations for Primary Care","year":2025,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seven Oaks General Hospital","funders":"","keywords":"Primary care; Kidney disease; Medicine; Intensive care medicine; Internal medicine; Family medicine","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":[0.00876625,0.0009804668,0.002152247,0.0021802,0.001750584,0.003640361,0.002019589,0.002437229,0.004329906],"category_scores_gemma":[0.02945144,0.0004406271,0.001199027,0.002194357,0.001124942,0.002233992,0.00139899,0.005425558,0.001219258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007985917,"about_ca_system_score_gemma":0.02480993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2129804,"about_ca_topic_score_gemma":0.3386321,"domain_scores_codex":[0.9952962,0.001297131,0.0004171568,0.0002784698,0.002414246,0.0002967333],"domain_scores_gemma":[0.9804095,0.006775863,0.0007028229,0.0002656832,0.01028657,0.001559603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008975428,0.000094761,0.00691302,0.005257548,0.00019994,0.0003548072,0.0006314843,0.0004469779,0.0002194561,0.00730639,0.2907174,0.6877685],"study_design_scores_gemma":[0.00009792167,0.0002361956,0.02767611,0.03449766,0.0006021913,0.001423922,0.001327303,0.001187242,0.0002043685,0.01564382,0.9169078,0.0001954917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001017844,0.7333916,0.003526403,0.2456887,0.004051727,0.000142106,0.0004970286,0.0001656874,0.01151898],"genre_scores_gemma":[0.02044756,0.9190443,0.02182134,0.02783043,0.007060834,0.0002213305,0.0007612044,0.00004829762,0.002764739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2129804,"threshold_uncertainty_score":0.4234813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007159949249073433,"score_gpt":0.2362148253640989,"score_spread":0.2290548761150255,"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."}}