{"id":"W4245507554","doi":"10.1093/ndt/gfw031a","title":"Opponent's comments","year":2016,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","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":[0.008952446,0.001612527,0.003030897,0.001594028,0.01272337,0.0129326,0.006484815,0.1660209,0.03405538],"category_scores_gemma":[0.05818684,0.001872615,0.004413276,0.00121612,0.005057522,0.005545405,0.006271382,0.08975343,0.02359513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01296857,"about_ca_system_score_gemma":0.0199629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597079,"about_ca_topic_score_gemma":0.03892243,"domain_scores_codex":[0.9874384,0.001630866,0.001200672,0.001745162,0.003770417,0.004214504],"domain_scores_gemma":[0.983874,0.005554807,0.001551694,0.0005146679,0.003776067,0.004728744],"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":[0.00002955664,0.00001922253,0.0002759263,0.00004730494,0.00001744825,0.001508463,0.0003364142,0.00005667785,0.00009166061,0.002535997,0.9927639,0.002317214],"study_design_scores_gemma":[0.00007665923,0.0000415275,0.0008558385,0.0005307483,0.00005333182,0.00121347,0.001320169,0.0002733714,0.0001762835,0.004762969,0.9905998,0.00009592032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003578602,0.0005868209,0.00008041387,0.9476616,0.0435992,0.00003979982,0.00009148455,0.00004556218,0.007537173],"genre_scores_gemma":[0.001864228,0.0003192863,0.00008390677,0.9605402,0.01527973,0.0000525291,0.00002558799,0.00003205153,0.02180252],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1660209,"threshold_uncertainty_score":0.1139266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03722515505995927,"score_gpt":0.3295893715527264,"score_spread":0.2923642164927672,"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."}}