{"id":"W2059377712","doi":"10.1093/ndt/gfu173","title":"HAEMODIALYSIS TECHNIQUES AND ADEQUACY 2","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Hemodialysis; Internal 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":[0.001284229,0.0001355958,0.0002461608,0.001401827,0.0005345293,0.002289709,0.0004422455,0.0006691231,0.01122995],"category_scores_gemma":[0.007698298,0.0001051622,0.000378874,0.001160526,0.0008494346,0.0009161613,0.0009065049,0.0008465656,0.0008767186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008922929,"about_ca_system_score_gemma":0.0009836967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999983,"about_ca_topic_score_gemma":0.003113148,"domain_scores_codex":[0.9984778,0.0004928635,0.0001819904,0.00009978835,0.0005789851,0.0001686332],"domain_scores_gemma":[0.9958787,0.001921424,0.001098994,0.000134675,0.000492466,0.000473785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003287053,0.0005761881,0.6064252,0.0006041332,0.0001839109,0.001835451,0.001235624,0.0004480954,0.001115675,0.03680948,0.01043011,0.3400075],"study_design_scores_gemma":[0.00001912367,0.0002357486,0.8763967,0.0008908275,0.0001190757,0.01210895,0.001763031,0.0004114828,0.0008170944,0.01043368,0.09676122,0.00004303952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5606486,0.159715,0.002789813,0.01635981,0.001052053,0.00008398796,0.0008218643,0.00004912902,0.2584798],"genre_scores_gemma":[0.9661698,0.02163085,0.001111392,0.0008212646,0.001214607,0.00002188828,0.0001685253,0.00001844867,0.008843167],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01122995,"threshold_uncertainty_score":0.03756797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009016322777904958,"score_gpt":0.2499879573018843,"score_spread":0.2409716345239793,"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."}}