{"id":"W2898510372","doi":"10.1111/hdi.12699","title":"A clinical study comparing the basic performance and blood compatibility characteristics of Nipro ELISIO‐H®, Gambro Polyflux Revaclear®, and Fresenius Optiflux® dialyzers","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nuclear medicine; Medical physics","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":[0.00265013,0.0004483519,0.0006966441,0.0002645022,0.000461292,0.0005114387,0.0002685635,0.0005891779,0.002117857],"category_scores_gemma":[0.002427325,0.0002171043,0.0003363621,0.0003015631,0.0006939099,0.0007493144,0.0002220534,0.0008366992,0.0005034527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004655323,"about_ca_system_score_gemma":0.0006173545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000482212,"about_ca_topic_score_gemma":0.0004614154,"domain_scores_codex":[0.9991828,0.0003017753,0.00007693785,0.0002087558,0.0001501021,0.00007968464],"domain_scores_gemma":[0.9977425,0.0007918112,0.0004212218,0.0002516715,0.0003131428,0.0004797067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4410745,0.1103552,0.1716039,0.001049053,0.0009704266,0.001458461,0.001372524,0.000922202,0.138554,0.0006995893,0.002904378,0.1290358],"study_design_scores_gemma":[0.01328168,0.8203756,0.1406143,0.00003665703,0.0005212394,0.002189672,0.0003283646,0.001349404,0.01685404,0.0001555986,0.004234013,0.00005948033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979108,0.0005377721,0.0002153175,0.00004248832,0.00002037088,0.0002657118,0.00006824371,0.000005318686,0.0009339104],"genre_scores_gemma":[0.9973165,0.0003614692,0.0004870663,0.0002324871,0.00006238523,0.0001781672,0.0002255231,0.000002971961,0.001133354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00265013,"threshold_uncertainty_score":0.01401538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05727840461888106,"score_gpt":0.3672765573396476,"score_spread":0.3099981527207666,"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."}}