{"id":"W4230371299","doi":"10.1093/ndt/21.suppl_4.iv368","title":"Clinical nephrology 3","year":2006,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Nephrology; Internal medicine; Intensive care 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":[0.0009505765,0.0004497594,0.0008054613,0.0009592993,0.0009965341,0.002490148,0.0008770177,0.001398997,0.04160653],"category_scores_gemma":[0.002806827,0.0002444849,0.000613357,0.0007437656,0.0006453404,0.0008437005,0.001137582,0.001731263,0.01553718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009773653,"about_ca_system_score_gemma":0.002407269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984626,"about_ca_topic_score_gemma":0.002912662,"domain_scores_codex":[0.9990582,0.000231813,0.000115469,0.0001748962,0.0002724538,0.0001471329],"domain_scores_gemma":[0.9976388,0.0003694676,0.0002824879,0.0002581609,0.0007287157,0.0007224431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004700282,0.0005962162,0.08993553,0.001343211,0.0002268866,0.01733785,0.000378332,0.0003960853,0.005228668,0.008503303,0.217283,0.6583009],"study_design_scores_gemma":[0.0001803257,0.0003259002,0.06004151,0.001419897,0.000114822,0.1275098,0.0004802753,0.0009348999,0.002204755,0.007311331,0.7994218,0.00005468025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08627168,0.1519548,0.0209475,0.03925036,0.0103728,0.0005419022,0.0020703,0.002926385,0.6856643],"genre_scores_gemma":[0.5687052,0.0676322,0.02670422,0.03316531,0.01840873,0.0004930092,0.004809058,0.0009486285,0.2791337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04160653,"threshold_uncertainty_score":0.1391876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484423582841311,"score_gpt":0.2939510355739914,"score_spread":0.2791067997455783,"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."}}