{"id":"W4309358469","doi":"10.1002/9781119105954.ch4","title":"Screening for Chronic Kidney Disease","year":2022,"lang":"en","type":"other","venue":"","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Asymptomatic; Disease; Intensive care medicine; Randomized controlled trial; Cluster (spacecraft); Physical therapy; Internal 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":[0.0006767632,0.0002500444,0.0003639211,0.00129304,0.0005773354,0.0004742199,0.0003143717,0.000487442,0.05158359],"category_scores_gemma":[0.002896417,0.00008101066,0.0005319777,0.001481134,0.0001857062,0.0004002229,0.0005848505,0.0006786576,0.009970603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940454,"about_ca_system_score_gemma":0.00150164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006638214,"about_ca_topic_score_gemma":0.0100204,"domain_scores_codex":[0.9994505,0.0001026105,0.0000472415,0.00006906622,0.0002429365,0.00008762403],"domain_scores_gemma":[0.9989702,0.000224252,0.000166825,0.00006474535,0.0002857331,0.000288289],"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":[0.0001737023,0.000319184,0.0391441,0.001148515,0.00008749488,0.0001306004,0.0001034368,0.00005310553,0.0003932191,0.003907593,0.3417518,0.6127872],"study_design_scores_gemma":[0.0001696247,0.0005282553,0.1832983,0.004147293,0.000147951,0.001446792,0.0001595413,0.0001909909,0.0003812479,0.003063547,0.8064368,0.00002961948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04117725,0.07501924,0.002613742,0.01996941,0.003025139,0.001487508,0.03003445,0.0007590479,0.8259142],"genre_scores_gemma":[0.3775868,0.2002883,0.01501131,0.03414186,0.005244927,0.002509614,0.03883381,0.0002535163,0.3261298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05158359,"threshold_uncertainty_score":0.1725643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812050082788479,"score_gpt":0.285916911561178,"score_spread":0.2677964107332932,"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."}}