{"id":"W2083477395","doi":"10.1111/j.1542-4758.2008.00253.x","title":"History of hemodialyzers' designs","year":2008,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Medicine; Hemodialysis; Biocompatible material; Extracorporeal circulation; Heparin; Cellophane; Intensive care medicine; Surgery; Biomedical engineering; Chemistry","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":[0.002659703,0.0007790279,0.0006632648,0.002177853,0.0009975216,0.003232108,0.001594971,0.002579002,0.007178438],"category_scores_gemma":[0.003355082,0.0005869816,0.0005722402,0.00224314,0.003149353,0.003618431,0.001570724,0.002759324,0.004428313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002734906,"about_ca_system_score_gemma":0.001783562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173709,"about_ca_topic_score_gemma":0.000687308,"domain_scores_codex":[0.9982238,0.0003438893,0.0002005885,0.0003992023,0.0007237131,0.0001087392],"domain_scores_gemma":[0.9985863,0.0005128111,0.000102978,0.0001381992,0.0005795321,0.0000802241],"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":[0.0003033949,0.0001591611,0.001264098,0.002249383,0.00005057648,0.000386136,0.0009984048,0.001492253,0.004682705,0.3815692,0.03895446,0.5678902],"study_design_scores_gemma":[0.00001604879,0.0001105265,0.0003854669,0.0005443505,0.00001469055,0.0004737256,0.00006864691,0.000491105,0.004512426,0.0161396,0.9772116,0.00003174905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01407211,0.5974912,0.05142098,0.01406472,0.0067776,0.0002089989,0.000527051,0.0005878171,0.3148495],"genre_scores_gemma":[0.1606267,0.6351447,0.06698849,0.008929051,0.00513244,0.0003864561,0.0007866431,0.0003957702,0.1216096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007178438,"threshold_uncertainty_score":0.02401423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07526086360133839,"score_gpt":0.3243467618466301,"score_spread":0.2490858982452917,"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."}}