{"id":"W1990458975","doi":"10.1053/j.ajkd.2012.01.025","title":"Optimizing Care for Patients With CKD","year":2012,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research","keywords":"Medicine; Multidisciplinary approach; Kidney disease; Intensive care medicine; Observational study; Disease management; Health care; Randomized controlled trial; Disease; MEDLINE; Clinical trial; Chronic care; Chronic disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00127863,0.0003470028,0.0004569355,0.0005857364,0.001295564,0.00160424,0.000528319,0.0009996054,0.00424889],"category_scores_gemma":[0.007288756,0.0001154993,0.0008501124,0.0006144002,0.0002322172,0.00111419,0.001745407,0.001801194,0.0003250597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204785,"about_ca_system_score_gemma":0.00765516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007505489,"about_ca_topic_score_gemma":0.0264523,"domain_scores_codex":[0.9987244,0.0005349955,0.0001469298,0.000101002,0.0002065857,0.0002860516],"domain_scores_gemma":[0.997906,0.0003430676,0.0004538073,0.00003829424,0.000343082,0.0009157722],"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":[0.000296119,0.001876122,0.3372919,0.0009805455,0.000529766,0.001176216,0.001458558,0.001504349,0.0007091116,0.008692522,0.1450085,0.5004764],"study_design_scores_gemma":[0.0007956881,0.001777528,0.6899317,0.00659866,0.002283141,0.003647865,0.008821422,0.005263457,0.00157267,0.03799646,0.2411616,0.0001497531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3733956,0.03794012,0.004352954,0.4558895,0.002479803,0.0004296285,0.0009411383,0.0002274136,0.1243437],"genre_scores_gemma":[0.9229121,0.02086332,0.01241009,0.03573056,0.002680568,0.0002245348,0.0006112176,0.00003466436,0.004532988],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007505489,"threshold_uncertainty_score":0.01599693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009897975366103666,"score_gpt":0.2800319315104258,"score_spread":0.2701339561443221,"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."}}