{"id":"W7095747288","doi":"","title":"STUDY PROTOCOL Open Access","year":2013,"lang":"en","type":"article","venue":"","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Hemodialysis; Protocol (science); Kidney disease; Cohort study; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02088839,0.005448541,0.008740586,0.005376257,0.004648197,0.005905358,0.003585382,0.004282651,0.1481122],"category_scores_gemma":[0.0364278,0.00436309,0.003580413,0.00487353,0.003739037,0.00261164,0.002860371,0.004700509,0.0336522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004308203,"about_ca_system_score_gemma":0.02817201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198281,"about_ca_topic_score_gemma":0.01382989,"domain_scores_codex":[0.988856,0.004142946,0.002471442,0.002247044,0.001321429,0.0009610327],"domain_scores_gemma":[0.972657,0.005183064,0.003256619,0.006721628,0.008635279,0.003546524],"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":[0.2590028,0.02452748,0.05501065,0.04677973,0.003286898,0.004621149,0.007329085,0.005651166,0.005541701,0.04668804,0.3756413,0.16592],"study_design_scores_gemma":[0.4427384,0.01656546,0.05712754,0.02373086,0.001819306,0.001029077,0.004617637,0.009393253,0.003579378,0.02393555,0.4144199,0.00104367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.00625927,0.0003036549,0.00700998,0.0004890189,0.001128839,0.9513084,0.02882473,0.0002253728,0.004450784],"genre_scores_gemma":[0.006410523,0.0001635876,0.004920458,0.0006008802,0.0001580209,0.9819767,0.003426917,0.00006229446,0.002280605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8518878,"threshold_uncertainty_score":0.4954846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09778810839124732,"score_gpt":0.4799813298369471,"score_spread":0.3821932214456998,"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."}}