{"id":"W3191945268","doi":"10.1166/jon.2021.1769","title":"Blood Flow Mediated Hybrid Nanoparticles in Human Arterial System: Recent Research, Development and Applications","year":2021,"lang":"en","type":"article","venue":"Journal of Nanofluids","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ford Motor Company (Canada)","funders":"","keywords":"Drug delivery; Nanofluid; Materials science; Blood flow; Nanoparticle; Nanotechnology; Biomedical engineering; Medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007364249,0.0001254182,0.0002877452,0.0002654704,0.000115437,0.00006559559,0.0001290234,0.00007109036,0.00005417706],"category_scores_gemma":[0.0000276636,0.0001178927,0.00004114858,0.0003885884,0.00004082886,0.0001272395,0.00002480377,0.0002788594,0.00001299944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474188,"about_ca_system_score_gemma":0.0001826472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002289594,"about_ca_topic_score_gemma":0.00002095319,"domain_scores_codex":[0.9983753,0.00009725159,0.0006843634,0.0001350925,0.0003933853,0.0003145949],"domain_scores_gemma":[0.9992669,0.00008084095,0.00002063669,0.0001422743,0.0003164441,0.0001728709],"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":[0.00001914151,0.0001420686,0.000249624,0.0001590104,0.00007659847,0.0002939815,0.0003276045,0.00007654796,0.9926803,0.0004637188,0.000905558,0.004605838],"study_design_scores_gemma":[0.001780343,0.00008553688,0.001297647,0.0002754333,0.00003590034,0.0003895327,0.0002286822,0.0002288481,0.9393798,0.00007720025,0.05604882,0.0001722822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931564,0.004744737,0.00103922,0.0001180341,0.0002657602,0.0001543194,0.000007755013,0.00003905603,0.0004747559],"genre_scores_gemma":[0.9968549,0.001356175,0.001377364,0.00001508608,0.0002998717,0.00003206302,0.000008546146,0.00002785509,0.00002815545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05514326,"threshold_uncertainty_score":0.4807526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553476423178334,"score_gpt":0.2620953686724983,"score_spread":0.2365606044407149,"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."}}