{"id":"W3033303100","doi":"10.1093/ndt/gfaa142.p0687","title":"P0687DO ALL PATIENTS BENEFIT FROM MULTIDISCIPLINARY CHRONIC KIDNEY DISEASE CLINICS?","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Seven Oaks General Hospital; Regina General Hospital; University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Kidney disease; Psychological intervention; Multidisciplinary approach; Dialysis; Nephrology; Specialty; Intensive care medicine; Polypharmacy; Health care; Internal medicine; Family medicine; Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002617587,0.0000954788,0.0002130774,0.0003739316,0.0009248111,0.0007427895,0.0004679777,0.0005621647,0.005450368],"category_scores_gemma":[0.002048575,0.0001366655,0.000345938,0.001189387,0.000306932,0.0004252138,0.0004977289,0.0006874409,0.0003603758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048077,"about_ca_system_score_gemma":0.00353812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1383267,"about_ca_topic_score_gemma":0.2905344,"domain_scores_codex":[0.9995452,0.00006806067,0.00003607987,0.00007471482,0.00008047824,0.0001954964],"domain_scores_gemma":[0.998396,0.0002098878,0.0006110086,0.00003247505,0.0001954786,0.0005552087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006594665,0.00006363123,0.9922546,0.0000270849,0.0000188907,0.00008292162,0.00007609663,0.00003345241,0.00004524487,0.00003908033,0.001839146,0.005453874],"study_design_scores_gemma":[0.00002476468,0.00004458175,0.9981312,0.00005483627,0.00001636529,0.000203703,0.0006644096,0.0001293002,0.00003098521,0.0000439729,0.0006524943,0.000003407621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890716,0.001011822,0.00006873872,0.002945495,0.00004437835,0.00005013097,0.001933167,0.000008830862,0.004865851],"genre_scores_gemma":[0.9980642,0.0002701228,0.0000883226,0.0006326662,0.00002813805,0.00002054466,0.0005444094,0.000001734523,0.0003499033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1383267,"threshold_uncertainty_score":0.275043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05745633583454265,"score_gpt":0.3534347377285144,"score_spread":0.2959784018939718,"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."}}