{"id":"W4388138407","doi":"10.1002/adfm.202307074","title":"Nanosponges as an Emerging Platform for Cancer Treatment and Diagnosis","year":2023,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; King Khalid University; Queen's University Belfast; Commonwealth Scholarship Commission","keywords":"Nanotechnology; Cancer therapy; Materials science; Cancer treatment; Drug delivery; Cancer; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001881911,0.0003360938,0.0002657076,0.000477433,0.0001441531,0.0003598261,0.0002440771,0.0006804302,0.001709453],"category_scores_gemma":[0.0001397088,0.0001382215,0.0002048055,0.0003049911,0.0002557517,0.0006817296,0.0004545971,0.0006468626,0.0007471008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789938,"about_ca_system_score_gemma":0.0002711393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192222,"about_ca_topic_score_gemma":0.0002948894,"domain_scores_codex":[0.9998831,0.00002039828,0.000006344568,0.00002871644,0.00004548532,0.00001591952],"domain_scores_gemma":[0.9999301,0.00001905654,0.00001645269,0.000003661993,0.00001939059,0.00001125957],"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":[0.0001550575,0.0001069134,0.0004459023,0.004184023,0.00005058566,0.0007803784,0.0001180159,0.001670638,0.6698394,0.02932097,0.01226621,0.2810618],"study_design_scores_gemma":[0.00002938739,0.0005848131,0.0009449262,0.0003076489,0.00005932828,0.001779104,0.00008545179,0.005525919,0.3675653,0.006982282,0.6160877,0.00004812227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08929361,0.7663816,0.1032014,0.004012028,0.00201349,0.0002006236,0.0006130166,0.000749553,0.03353458],"genre_scores_gemma":[0.4545012,0.4658975,0.05159809,0.001956255,0.001292171,0.0002876453,0.0007595593,0.00008940697,0.02361823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001709453,"threshold_uncertainty_score":0.005718708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131755077586726,"score_gpt":0.2836785194684242,"score_spread":0.252360968692557,"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."}}