{"id":"W4385611355","doi":"10.3390/gels9080632","title":"Polymeric Nanoparticles and Nanogels: How Do They Interact with Proteins?","year":2023,"lang":"en","type":"review","venue":"Gels","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Nanotechnology; Nanoparticle; Biocompatibility; Materials science; Nanomaterials","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004843538,0.0004898632,0.001168416,0.0001766751,0.0001401102,0.0005046361,0.0004413757,0.0001175374,0.00009235775],"category_scores_gemma":[0.0001076332,0.0003210916,0.000137824,0.0004172242,0.0001758704,0.0003396726,0.0002700054,0.0001989965,0.001207287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007043686,"about_ca_system_score_gemma":0.0002571483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007587794,"about_ca_topic_score_gemma":0.00003310276,"domain_scores_codex":[0.9974837,0.0003286366,0.000430127,0.0007456021,0.000402456,0.0006095322],"domain_scores_gemma":[0.9984057,0.0002984881,0.000380763,0.0006696883,0.00005544984,0.0001898944],"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":[0.00004510858,0.0001008374,0.00000717786,0.008961316,0.0001199619,0.0002546778,0.0003593084,0.000001802055,0.09104669,0.0001463144,0.0003695184,0.8985873],"study_design_scores_gemma":[0.000933476,0.0006766071,0.000009326507,0.03613617,0.001525197,0.0004504966,0.0002503105,0.000008722753,0.1831253,0.0002810594,0.7745551,0.002048223],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05072678,0.9471949,0.000005798886,0.0001017229,0.0002753656,0.001235981,0.0001044276,0.0002934985,0.00006149402],"genre_scores_gemma":[0.01471227,0.9831312,0.0004511834,0.00004882948,0.0001910273,0.0005665643,0.00001315368,0.0001491138,0.0007366056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.896539,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275567450002943,"score_gpt":0.288819811618951,"score_spread":0.2460641371189216,"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."}}