{"id":"W3143975730","doi":"10.1093/ndt/gfx073a","title":"Opponent’s comments","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","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":[0.01359721,0.001009738,0.001657344,0.001495353,0.002903347,0.006509642,0.005464212,0.02321291,0.1291488],"category_scores_gemma":[0.1895551,0.000603638,0.002529959,0.001165569,0.002887484,0.004775952,0.004967607,0.02331755,0.04857299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006505866,"about_ca_system_score_gemma":0.01263462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004576164,"about_ca_topic_score_gemma":0.004049072,"domain_scores_codex":[0.9858831,0.003089929,0.001299082,0.001870939,0.006224735,0.001632182],"domain_scores_gemma":[0.930073,0.01881308,0.003460093,0.002604269,0.03806378,0.006985795],"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":[0.00001294389,0.000004012554,0.00006302658,0.00007232009,0.000005691189,0.00009894615,0.00006872191,0.00001909163,0.00001686811,0.001476989,0.9929981,0.005163272],"study_design_scores_gemma":[0.00002351011,0.00001025589,0.0001371438,0.0004700899,0.000008915044,0.0004008963,0.0002517433,0.00007444662,0.00005960423,0.001865413,0.9966784,0.00001956829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002419185,0.001923319,0.0005054443,0.797587,0.1839832,0.0001246451,0.0008593765,0.000236369,0.01453878],"genre_scores_gemma":[0.005617973,0.001799242,0.001091543,0.89613,0.04912019,0.0004647076,0.000488535,0.0002507426,0.0450371],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1291488,"threshold_uncertainty_score":0.4320457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4631674579183117,"score_gpt":0.5219390593164466,"score_spread":0.05877160139813487,"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."}}