{"id":"W2523134289","doi":"10.1371/journal.pmed.1002128","title":"Chronic Kidney Disease in Primary Care: Outcomes after Five Years in a Prospective Cohort Study","year":2016,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"British Renal Society; Kidney Research UK; Dunhill Medical Trust; Roche","keywords":"Medicine; Prospective cohort study; Kidney disease; Cohort study; Primary care; Disease; Cohort; Internal medicine; Intensive care medicine; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002045357,0.0002748978,0.0007770387,0.0003438325,0.00001774406,0.000004983872,0.0001228462,0.00006551881,0.0007959929],"category_scores_gemma":[0.001062871,0.0001686796,0.00008281199,0.0003475269,0.0001978227,0.0001212783,0.00009367717,0.0002054354,0.0001093475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840151,"about_ca_system_score_gemma":0.001240128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002126852,"about_ca_topic_score_gemma":0.0001502514,"domain_scores_codex":[0.9977419,0.00007838154,0.0004601298,0.0005993997,0.0006471653,0.0004730595],"domain_scores_gemma":[0.9983372,0.0001495225,0.00006912558,0.0005775897,0.00008171103,0.0007848644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006299554,0.0009716303,0.9924909,0.0003787556,0.0001564234,0.001130698,0.002020749,2.448488e-7,0.0002003618,0.00000648721,0.0008963122,0.001117434],"study_design_scores_gemma":[0.01896679,0.0006520324,0.9764678,0.002508735,0.0004278061,0.00000107042,0.0003520568,0.000007212528,0.00003051149,0.00008093929,0.000302124,0.0002028577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880002,0.003161003,9.698955e-7,0.003874193,0.0001435618,0.002943184,0.00006339567,0.00007155925,0.001741918],"genre_scores_gemma":[0.9953565,0.0001102112,0.000008628956,0.001866836,0.0003911802,0.0009545815,0.00008284768,0.00004278041,0.001186413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01833683,"threshold_uncertainty_score":0.8715564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006971882142945415,"score_gpt":0.2525873469265713,"score_spread":0.2456154647836258,"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."}}