{"id":"W91347450","doi":"10.1109/ultsym.2011.0001","title":"Ultrasound drug targeting to tumors with thermosensitive liposomes","year":2011,"lang":"en","type":"article","venue":"","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Ontario Institute for Cancer Research","funders":"","keywords":"Hyperthermia; Doxorubicin; Liposome; Ultrasound; Hyperthermia therapy; Chemotherapy; Breast cancer; Drug; Medicine; Cancer; Chemistry; Pharmacology; Cancer research; Biomedical engineering; Surgery; Internal medicine; Biochemistry; Radiology","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":[0.00004347483,0.0001236616,0.0001046533,0.00004017169,0.00006575962,0.00001997078,0.00009368479,0.00002118644,0.0003565509],"category_scores_gemma":[0.000007968335,0.00009244004,0.00002383627,0.0001619658,0.00002404252,0.00007343727,0.00000747829,0.00007594432,0.0002915416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001775422,"about_ca_system_score_gemma":0.000008025028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008012272,"about_ca_topic_score_gemma":0.00006864245,"domain_scores_codex":[0.999478,0.000006721274,0.0001007071,0.0001363243,0.00007527932,0.0002029645],"domain_scores_gemma":[0.999647,0.00006266337,0.000009877455,0.0001526461,0.00003279955,0.00009496812],"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":[0.00007753696,0.0002916482,0.01822234,0.00009094847,0.0005453673,0.00004984161,0.07906874,0.004221289,0.8256018,0.02844072,0.03680693,0.00658287],"study_design_scores_gemma":[0.0009166692,0.0001927301,0.1264014,0.0001336337,0.0001256333,0.0002587835,0.01866615,0.001012024,0.8245928,0.002341668,0.02301077,0.002347776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638611,0.00004574982,0.004001834,0.0000357071,0.00003080117,0.0001695576,0.000005516356,0.0004903792,0.1313594],"genre_scores_gemma":[0.9882396,0.000007768798,0.01069102,0.0001650151,0.00005614099,0.00003658968,0.000005143731,0.00003868651,0.0007600397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305993,"threshold_uncertainty_score":0.3903982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00820083876137595,"score_gpt":0.1753622597414182,"score_spread":0.1671614209800423,"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."}}