{"id":"W2165172113","doi":"10.1111/j.1542-4758.2009.00411.x","title":"Effect of packing density of hollow fibers on solute removal performances of dialyzers","year":2009,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sphere packing; Biomedical engineering; Composite material; Materials 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005848836,0.0001035991,0.0002533018,0.0001207791,0.00002770303,0.000005837966,0.0003958347,0.00006287862,0.00007984613],"category_scores_gemma":[0.0002229773,0.00008764231,0.0001518458,0.0001745462,0.0002128967,0.0001237521,0.0001158276,0.00008016928,0.00001217803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103036,"about_ca_system_score_gemma":0.000004691022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287168,"about_ca_topic_score_gemma":0.000005851152,"domain_scores_codex":[0.9987581,0.00006494374,0.000313183,0.0001823883,0.0005617549,0.0001196816],"domain_scores_gemma":[0.9992962,0.0001461343,0.0002684123,0.0002481744,0.00002095613,0.00002013033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006132063,0.0002540998,0.5902726,0.00005522224,0.0002267345,0.00001003606,0.001236825,0.01271428,0.2827547,0.0004852465,0.0004445787,0.1109325],"study_design_scores_gemma":[0.0003259755,0.0003242887,0.09806538,0.0000495729,0.00003362678,0.000001970468,0.00002422748,0.001294867,0.8992286,0.0005086298,0.00005860141,0.00008426623],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968097,0.000004875956,0.0001299974,0.0001888841,0.0002064001,0.00006818507,0.000006968426,0.00002860576,0.002556344],"genre_scores_gemma":[0.9976647,0.00001355247,0.00221389,0.00001166791,0.00003206732,0.00000173469,0.000005524056,0.000003950096,0.00005289393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6164739,"threshold_uncertainty_score":0.3573949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355397121190208,"score_gpt":0.2667625129026764,"score_spread":0.2532085416907743,"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."}}