{"id":"W4406846205","doi":"10.1039/9781839165412-00006","title":"Hemocompatibility of Blood Purification Materials: Concepts, Mechanisms, and Characterization Techniques","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Characterization (materials science); Biochemical engineering; Materials science; Computer science; Process engineering; Engineering; Nanotechnology","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":[0.0004684776,0.0006446891,0.0002593689,0.001104355,0.0003549586,0.001079738,0.0007199298,0.0005190542,0.005786802],"category_scores_gemma":[0.0004218227,0.0003471727,0.0002724703,0.001132507,0.000582519,0.001458462,0.0004416081,0.001382379,0.003999189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004742083,"about_ca_system_score_gemma":0.0003403508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002678317,"about_ca_topic_score_gemma":0.0004141736,"domain_scores_codex":[0.9997297,0.0000204618,0.000009466093,0.00003941746,0.0001888809,0.00001211628],"domain_scores_gemma":[0.9998123,0.00007573821,0.00002731124,0.00001987862,0.00005364091,0.00001120112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000611295,0.0001733328,0.0003359552,0.002464567,0.00002013114,0.0003432841,0.0005533389,0.001046929,0.5441126,0.04446118,0.02280054,0.3836272],"study_design_scores_gemma":[0.00000754248,0.000182448,0.00111519,0.0002994706,0.00002044594,0.001738843,0.0001101931,0.002006302,0.3909665,0.007326465,0.5961939,0.00003273196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05836027,0.4405331,0.2802837,0.002092083,0.001986084,0.0007455109,0.0009259594,0.001676152,0.2133971],"genre_scores_gemma":[0.1539526,0.3121612,0.2163101,0.002100713,0.0008872584,0.0009120454,0.001596113,0.0006062163,0.3114738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005786802,"threshold_uncertainty_score":0.01935881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907962126491508,"score_gpt":0.2801321034784872,"score_spread":0.2610524822135721,"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."}}