{"id":"W3146251163","doi":"10.1093/ndt/gfw091a","title":"Opponent's comments","year":2016,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; McMaster University; Population Health Research Institute","funders":"","keywords":"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":[0.008646193,0.001541032,0.003132301,0.001464368,0.01243918,0.01271776,0.006153462,0.1744073,0.02430485],"category_scores_gemma":[0.06719173,0.001845413,0.004302747,0.001282122,0.005983463,0.005874989,0.006179048,0.1036996,0.01689265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01389833,"about_ca_system_score_gemma":0.01985081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02348458,"about_ca_topic_score_gemma":0.03645285,"domain_scores_codex":[0.9879447,0.001683421,0.00125266,0.00177087,0.003592209,0.003756207],"domain_scores_gemma":[0.9808295,0.006640567,0.001969755,0.000608939,0.004214461,0.005736856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002538029,0.00001885447,0.0003450477,0.00004612185,0.00002308384,0.00185874,0.0002945147,0.00006736517,0.00008025435,0.002396152,0.9922262,0.002618273],"study_design_scores_gemma":[0.0001035123,0.00004616915,0.00100483,0.0006766733,0.00007127062,0.00194165,0.001264916,0.0003781343,0.0001800309,0.007386141,0.9868195,0.0001271684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002399712,0.0005484734,0.00005628319,0.9619343,0.03358982,0.00002100255,0.00004706908,0.00002721098,0.003535926],"genre_scores_gemma":[0.001373874,0.0002916689,0.00006301251,0.9741309,0.01541577,0.00003173924,0.00001570185,0.00001953892,0.008657816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1744073,"threshold_uncertainty_score":0.10084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723753245293157,"score_gpt":0.2895096241892087,"score_spread":0.2622720917362771,"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."}}