{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00254819,0.0004755385,0.0007625522,0.00101892,0.001368165,0.001656178,0.0008165615,0.00122996,0.001552541],"category_scores_gemma":[0.004150494,0.0006603959,0.001226949,0.00213726,0.0005886629,0.001166727,0.001423836,0.001496527,0.0004205981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008718395,"about_ca_system_score_gemma":0.0009780341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03286891,"about_ca_topic_score_gemma":0.03209774,"domain_scores_codex":[0.9980828,0.0005936636,0.0001814091,0.000476722,0.0003012802,0.0003641786],"domain_scores_gemma":[0.9960241,0.0005421419,0.001340271,0.0004775806,0.0004660882,0.001149807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159596,0.00006805127,0.999043,0.00001046665,0.0001019601,0.0001005185,0.0001355605,0.00001454017,0.00003551806,0.00001021592,0.0001153278,0.0002052845],"study_design_scores_gemma":[0.00002863703,0.0001985248,0.9991381,0.00000978869,0.00005629914,0.0001294836,0.0002704661,0.00006301123,0.000007650489,0.0000123679,0.00008105584,0.000004577832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998188,0.0002938303,0.00006154267,0.00008342844,0.00001538992,0.00004221066,0.001025482,0.000003476026,0.0002867783],"genre_scores_gemma":[0.9985943,0.0001535126,0.00008839329,0.00008780868,0.00001732651,0.00004568593,0.0008988667,0.00000195003,0.0001121214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03286891,"threshold_uncertainty_score":0.06535518,"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."}}