{"id":"W4389617129","doi":"10.3390/cancers15245807","title":"Superparamagnetic Artificial Cells PLGA-Fe3O4 Micro/Nanocapsules for Cancer Targeted Delivery","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Nanocapsules; PLGA; Targeted drug delivery; Superparamagnetism; Nanomedicine; Nanocarriers; Drug delivery; Photothermal therapy; Nanotechnology; Materials science; Medicine; Nanoparticle","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003734877,0.0002680843,0.0003388188,0.000170467,0.0002719752,0.0001242431,0.0004138994,0.000118017,0.001055589],"category_scores_gemma":[0.00006475863,0.000272736,0.000143992,0.0006034568,0.0002453377,0.0002318283,0.00008799959,0.0000979672,0.001366471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008736072,"about_ca_system_score_gemma":0.001024944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357598,"about_ca_topic_score_gemma":0.0004451445,"domain_scores_codex":[0.9976525,0.00007417306,0.0004307858,0.0006242822,0.0003125308,0.0009057294],"domain_scores_gemma":[0.9988652,0.0002086542,0.0001163113,0.000410689,0.0001908569,0.000208289],"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":[0.000164067,0.00001403653,0.00004108497,0.00006451878,0.00001351228,0.0000150782,0.0003958643,0.01662182,0.9563333,0.00006438832,0.0239265,0.002345797],"study_design_scores_gemma":[0.0005837688,0.0001117406,0.0001374472,0.00005633277,0.00005504665,8.684548e-7,0.0004011853,0.006860768,0.9795238,0.0002419723,0.01165664,0.0003704354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933726,0.001410444,0.00009971221,0.0003595127,0.00301467,0.0006484417,0.0006249727,0.0004062018,0.00006348414],"genre_scores_gemma":[0.9959432,0.0003271404,0.001039619,0.0006607519,0.0005201806,0.000574804,0.00004132562,0.00007410834,0.0008188752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02319046,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188085548585971,"score_gpt":0.2554524395798145,"score_spread":0.2335715840939548,"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."}}