{"id":"W4244028818","doi":"10.1111/j.1542-4758.2010.00515.x","title":"Preface","year":2011,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553293,0.0008225353,0.000495015,0.002599647,0.002477345,0.002831853,0.0009267401,0.0008190079,0.2779987],"category_scores_gemma":[0.01264573,0.0001927421,0.0004315079,0.001345375,0.0005227343,0.001968313,0.001751058,0.002952092,0.1865469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896352,"about_ca_system_score_gemma":0.002274847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005964522,"about_ca_topic_score_gemma":0.006915084,"domain_scores_codex":[0.9992931,0.0001200547,0.00004581147,0.00009865833,0.0003784329,0.00006386618],"domain_scores_gemma":[0.9934782,0.0009479887,0.0002081858,0.0004014762,0.004145397,0.0008187272],"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":[0.00001526434,0.00001149122,0.00008260499,0.00004317739,8.833035e-7,0.0000314481,0.00004124115,0.00002923209,0.00005905252,0.002901176,0.9745165,0.02226799],"study_design_scores_gemma":[0.000002523081,0.000007240053,0.0002337161,0.00007794093,0.00000109774,0.00003548713,0.00007083161,0.00002052541,0.00006989293,0.001620691,0.9978568,0.000003235035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001318263,0.01014607,0.005345143,0.05438638,0.4409419,0.0005583185,0.007195991,0.001002484,0.4791055],"genre_scores_gemma":[0.006527216,0.004592222,0.0021858,0.01221676,0.0469953,0.0002783145,0.004204019,0.0005366182,0.9224637],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2779987,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200846654533652,"score_gpt":0.2715318415766136,"score_spread":0.2395233750312771,"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."}}