{"id":"W2037708829","doi":"10.1155/2012/304135","title":"Morphological Characterization of the Polyflux 210H Hemodialysis Filter Pores","year":2012,"lang":"en","type":"article","venue":"International Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Saskatchewan","funders":"","keywords":"Scanning electron microscope; Materials science; Membrane; Characterization (materials science); Morphology (biology); Nanotechnology; Composite material; Chemistry","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":[0.000196624,0.0001245792,0.000102049,0.0002706904,0.0002281714,0.0002795612,0.0001233358,0.0003023435,0.001048336],"category_scores_gemma":[0.0002708652,0.00009476721,0.0001516703,0.0001473961,0.0002221618,0.0003756726,0.00009250092,0.0002036913,0.0001718658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355972,"about_ca_system_score_gemma":0.0001855441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005998943,"about_ca_topic_score_gemma":0.0004670036,"domain_scores_codex":[0.9999118,0.00000690613,0.000006634926,0.00002376602,0.00003633946,0.00001456],"domain_scores_gemma":[0.9997466,0.0000867833,0.00005302584,0.00002984417,0.00005791195,0.00002582492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005108896,0.00001609067,0.001228742,0.00005491206,0.000003393728,0.00009423244,0.00004947025,0.0001703612,0.9937462,0.0003189816,0.00008086945,0.004185587],"study_design_scores_gemma":[0.00001262261,0.0002104133,0.06580326,0.00001888289,0.00001620815,0.001461293,0.00009541396,0.003180919,0.9233018,0.0002710359,0.005609804,0.0000184261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690396,0.001003028,0.02501855,0.00008764632,0.00003142892,0.00006180042,0.0007377391,0.0001903888,0.003829766],"genre_scores_gemma":[0.9706397,0.0004990483,0.02605037,0.00005467022,0.00001328778,0.00008225763,0.0006638158,0.00004074246,0.00195615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048336,"threshold_uncertainty_score":0.003507018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654200437194656,"score_gpt":0.273446473758567,"score_spread":0.2569044693866204,"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."}}