{"id":"W2481454102","doi":"10.1016/j.blre.2016.07.003","title":"Stirred, shaken, or stagnant: What goes on at the blood–biomaterial interface","year":2016,"lang":"en","type":"review","venue":"Blood Reviews","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; International Union for Vacuum Science, Technique, and Applications","keywords":"Biomaterial; Intensive care medicine; Medicine; Interface (matter); Nanotechnology; Engineering ethics; Engineering; Biomedical engineering; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000818642,0.0007834616,0.001488715,0.001047364,0.0003115088,0.001633193,0.0009059354,0.001535046,0.001664291],"category_scores_gemma":[0.0008247324,0.0003146683,0.0005446891,0.001163678,0.001140545,0.00237787,0.0006246331,0.001747929,0.00119747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005409899,"about_ca_system_score_gemma":0.0006985179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007749622,"about_ca_topic_score_gemma":0.001332485,"domain_scores_codex":[0.9996734,0.0000720449,0.00002853729,0.00006289306,0.0001192421,0.00004388307],"domain_scores_gemma":[0.9996508,0.0001967536,0.00004282882,0.00001234448,0.00007636118,0.00002084173],"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":[0.0001474963,0.00009248022,0.0002894714,0.02268468,0.0001074129,0.0002382608,0.0003115364,0.0002742368,0.03098314,0.008753096,0.01385859,0.9222596],"study_design_scores_gemma":[0.00002164493,0.0003252726,0.001932713,0.005932106,0.0001920641,0.001617986,0.0004516093,0.0003000795,0.02174831,0.005307937,0.9621021,0.00006808194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004292906,0.9980257,0.0002703188,0.0004572373,0.0002138319,0.000002725572,0.00000719174,0.00000506798,0.0005886893],"genre_scores_gemma":[0.002731838,0.9955616,0.0003600706,0.0003456639,0.0002047173,0.000005525922,0.000009623997,0.000003523158,0.0007774145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001664291,"threshold_uncertainty_score":0.005567551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098030305481576,"score_gpt":0.3909059709992789,"score_spread":0.2811029404511212,"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."}}