{"id":"W2253666242","doi":"10.1007/978-0-387-77668-2_12","title":"Nano-sized Advanced Delivery Systems as Parenteral Formulation Strategies for Hydrophobic Anti-cancer Drugs","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nano-; Cancer; Drug delivery; Nanotechnology; Medicine; Materials science; Internal medicine; Composite material","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002337193,0.0006878191,0.0009357788,0.0002245555,0.0003040689,0.0002984392,0.0004422119,0.0003794652,0.001067203],"category_scores_gemma":[0.00001251886,0.0006223526,0.0003353523,0.00005341083,0.0001445704,0.001042518,0.0001153101,0.0001695694,0.0007937562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753408,"about_ca_system_score_gemma":0.000669591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00035547,"about_ca_topic_score_gemma":0.00004556113,"domain_scores_codex":[0.9966625,0.00004432835,0.0009766434,0.0009332229,0.0007020443,0.0006812544],"domain_scores_gemma":[0.9978781,0.000216174,0.0006343588,0.0006350318,0.0004568185,0.0001794566],"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":[0.0007347773,0.00006608561,0.000005782959,0.0003975807,0.00008152454,0.0000228246,0.0003338576,0.007078079,0.9668446,0.01934435,0.004358368,0.0007321858],"study_design_scores_gemma":[0.01091966,0.001052593,0.00001388016,0.002173368,0.0005480209,0.0000830295,0.0008096178,0.01285429,0.8150611,0.006290916,0.1460463,0.004147238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455242,0.003325291,0.0005463554,0.00006904208,0.002962048,0.002780477,0.0005869065,0.0005774947,0.04362825],"genre_scores_gemma":[0.8460548,0.001076007,0.0006009354,0.0001989131,0.0003940055,0.0003524844,0.0001886433,0.0001545821,0.1509796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1517835,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870050762216902,"score_gpt":0.2541668532213607,"score_spread":0.2354663455991917,"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."}}