{"id":"W4392433377","doi":"10.1016/j.jddst.2024.105519","title":"Intratumoral implantable drug delivery system for targeted localized chemotherapy in breast cancer","year":2024,"lang":"en","type":"article","venue":"Journal of Drug Delivery Science and Technology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Drug delivery; Breast cancer; Drug; Medicine; Chemotherapy; Targeted drug delivery; Oncology; Internal medicine; Pharmacology; Cancer; Nanotechnology; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413367,0.0003081294,0.0003383605,0.0003037468,0.0001757571,0.0003932885,0.0004029217,0.0004287067,0.0008739904],"category_scores_gemma":[0.0001671561,0.0001864166,0.0002337343,0.0002232539,0.0001470164,0.0004250525,0.0001959764,0.0003639893,0.0003240031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072763,"about_ca_system_score_gemma":0.0003533535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005109018,"about_ca_topic_score_gemma":0.0008539435,"domain_scores_codex":[0.9999006,0.00001043275,0.000004984962,0.00003304511,0.0000286556,0.00002234282],"domain_scores_gemma":[0.999927,0.00001614254,0.00002314978,0.000007607335,0.0000148158,0.00001134283],"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":[0.0002382076,0.0001164824,0.000233795,0.0001534741,0.00001324995,0.0001163664,0.00003762964,0.0004512666,0.9795376,0.0002395327,0.0002876265,0.01857482],"study_design_scores_gemma":[0.00009992546,0.002378066,0.003364891,0.00002383429,0.0001398774,0.0005178819,0.00006564843,0.01057561,0.9697198,0.0001111518,0.01296445,0.00003882581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245517,0.0139315,0.05458345,0.0005112741,0.0006753241,0.0001394049,0.000415191,0.0007713679,0.00442083],"genre_scores_gemma":[0.978437,0.002799854,0.01295747,0.0001756297,0.00005614169,0.00009219656,0.0001526867,0.00005629943,0.005272757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008739904,"threshold_uncertainty_score":0.002923787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121644070160574,"score_gpt":0.306945413514925,"score_spread":0.2957289728133193,"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."}}