{"id":"W2151118760","doi":"10.2217/17435889.2.5.735","title":"Gold Nanoshells in Cancer Imaging and Therapy: Towards Clinical Application","year":2007,"lang":"en","type":"letter","venue":"Nanomedicine","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanoshell; Cancer imaging; Cancer therapy; Nanotechnology; Cancer; Medicine; Medical physics; Materials science; Internal medicine; Nanoparticle","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"],"consensus_categories":[],"category_scores_codex":[0.001869425,0.0003258203,0.0006587586,0.000293601,0.00003694493,0.00004059185,0.0003498297,0.0004483602,0.0003298078],"category_scores_gemma":[0.0000781424,0.0002658149,0.00006461322,0.0003387729,0.0004128138,0.0001254775,0.00009245524,0.0009308041,0.0001332258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765773,"about_ca_system_score_gemma":0.000231312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366921,"about_ca_topic_score_gemma":0.00004009323,"domain_scores_codex":[0.9969882,0.00016864,0.0008824939,0.000797625,0.0005751101,0.000587876],"domain_scores_gemma":[0.9986706,0.0002743249,0.0003055662,0.0005265544,0.0001108473,0.0001121151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009085693,0.00008605171,0.007630957,0.0001091243,0.00001112554,0.0003027249,0.0001108813,0.00000212425,0.1632836,0.000003129014,0.6787248,0.1496446],"study_design_scores_gemma":[0.002182819,0.0001178699,0.004850003,0.0002918789,0.00004063699,0.00001767704,0.00002067638,0.0001434732,0.02398847,0.00007346437,0.9678728,0.0004002472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3739626,0.0167903,0.000185373,0.6048619,0.002318809,0.001026009,0.00006765745,0.0001441868,0.0006432467],"genre_scores_gemma":[0.08865882,0.00395409,0.0004099983,0.8968063,0.008268934,0.0001833013,0.00009391589,0.0001029186,0.001521721],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2919444,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968133125982994,"score_gpt":0.3326175262641292,"score_spread":0.3029361950042992,"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."}}