{"id":"W3000673641","doi":"10.29173/hsi49","title":"Nanotechnology and the promise for enhanced cancer chemotherapy","year":2011,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cancer chemotherapy; Cancer; Nanotechnology; Medicine; Chemotherapy; Internal medicine; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002341463,0.0001199358,0.0002232261,0.00009202832,0.0006095819,0.0000513159,0.0005590023,0.00005158749,0.00009823292],"category_scores_gemma":[0.00007298906,0.00007727184,0.00002742071,0.0004257131,0.004086592,0.0003062653,0.00009956984,0.00007055979,0.00002241996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061485,"about_ca_system_score_gemma":0.0007653749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003807988,"about_ca_topic_score_gemma":0.00006501235,"domain_scores_codex":[0.998266,0.00003326885,0.0002998923,0.0004841172,0.0002578924,0.0006588444],"domain_scores_gemma":[0.9990527,0.00007430698,0.000186279,0.0004097687,0.0001281886,0.0001487556],"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":[0.0009796115,0.00007678389,0.000186697,0.00006798157,0.000002235271,6.015897e-7,0.01223968,0.00000567266,0.9521812,0.01005082,0.0004886876,0.02372004],"study_design_scores_gemma":[0.002434212,0.0001700316,0.0006156352,0.00002964092,0.000003527944,0.000004947776,0.000466513,0.0003579305,0.9929864,0.002365023,0.0004515797,0.0001145314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899223,0.0005630559,0.001834726,0.005446916,0.0009006415,0.001154686,0.000004422037,0.0001123023,0.00006090056],"genre_scores_gemma":[0.9916958,0.0001891937,0.004077654,0.003378537,0.00009157006,0.0005044386,1.911439e-7,0.00001164398,0.00005103208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04080524,"threshold_uncertainty_score":0.9986237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06684491282648782,"score_gpt":0.3433977610985042,"score_spread":0.2765528482720164,"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."}}