{"id":"W2009779259","doi":"10.2174/187152909789007025","title":"Recent Advances in Biological Strategies for Targeted Drug Delivery","year":2009,"lang":"en","type":"review","venue":"Cardiovascular & Haematological Disorders - Drug Targets","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"University of British Columbia; Michael Smith Health Research BC","keywords":"Targeted drug delivery; Drug delivery; Drug; Aptamer; Drug discovery; Nanotechnology; Risk analysis (engineering); Computational biology; Pharmacology; Biology; Bioinformatics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001403817,0.001281997,0.007265885,0.0004901905,0.0002603909,0.00008727906,0.000751858,0.0008801548,0.000218374],"category_scores_gemma":[0.0005408603,0.0008234555,0.006140907,0.0008934731,0.0005792595,0.0002435472,0.0002784661,0.001458182,0.0001245509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225947,"about_ca_system_score_gemma":0.0006740001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003693225,"about_ca_topic_score_gemma":0.00007109223,"domain_scores_codex":[0.9929075,0.001040658,0.001531953,0.001779708,0.001015886,0.001724338],"domain_scores_gemma":[0.997228,0.0007681462,0.0002810653,0.0009350943,0.0002619612,0.0005257024],"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":[0.0002640523,0.0005047899,0.00006768925,0.009679216,0.001321589,0.0007269899,0.00005657466,0.00002126747,3.307512e-7,0.0007319254,0.003622727,0.9830028],"study_design_scores_gemma":[0.001262037,0.0002406579,0.00008826416,0.003543589,0.000992564,0.0002836428,0.0002394577,0.00002304939,0.00000306286,0.004084019,0.9882808,0.0009588505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003419668,0.9912746,0.0001956295,0.0004704001,0.0003453048,0.004611271,0.0001615751,0.0002023421,0.002396924],"genre_scores_gemma":[0.0002683656,0.9954828,0.0008161392,0.0002347767,0.0002625322,0.001066295,0.001587995,0.00008630328,0.0001948133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9846581,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939061599622056,"score_gpt":0.3429926646207574,"score_spread":0.2936020486245369,"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."}}