{"id":"W4212987888","doi":"10.1016/j.ekir.2022.01.327","title":"POS-307 HEALTHCARE COSTS BASED ON RISK-BASED APPROACH IN PATIENTS WITH CHRONIC KIDNEY DISEASE","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seven Oaks General Hospital; Regina General Hospital","funders":"","keywords":"Medicine; Specialty; Kidney disease; Nephrology; Multidisciplinary approach; Disease; Intensive care medicine; Internal medicine; Family medicine; Homogeneous; Health care","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":[0.0009434107,0.0002535685,0.0004839512,0.001209829,0.0004199406,0.0008741012,0.0003923068,0.0005129999,0.002829931],"category_scores_gemma":[0.006506417,0.0001780102,0.0009678063,0.001271863,0.0001643969,0.000782558,0.0007986888,0.0008329295,0.0001694313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177297,"about_ca_system_score_gemma":0.0008172834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006958706,"about_ca_topic_score_gemma":0.01280459,"domain_scores_codex":[0.9981451,0.0009073408,0.0002392991,0.00013698,0.0003564882,0.0002147585],"domain_scores_gemma":[0.9980634,0.0005368752,0.0007001912,0.00006392186,0.0002525048,0.0003831616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007165558,0.0002246094,0.9864457,0.00005648744,0.0001991394,0.0001074392,0.00008046222,0.0005606622,0.00004269544,0.0004643498,0.0009897286,0.01011213],"study_design_scores_gemma":[0.00006301188,0.0003517131,0.994111,0.0000685341,0.00010409,0.0002070781,0.0003515278,0.003283375,0.00004609859,0.0007072306,0.0006923462,0.00001406531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904463,0.00181444,0.0002870333,0.001419399,0.00007174203,0.0000839171,0.0008745593,0.000008592167,0.00499393],"genre_scores_gemma":[0.9989297,0.0002060514,0.0001583362,0.0001164057,0.00003178767,0.00002631079,0.0003336768,0.000001583489,0.000196176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006958706,"threshold_uncertainty_score":0.01383638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128011778622771,"score_gpt":0.3358816079235834,"score_spread":0.3046014901373557,"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."}}