{"id":"W2474572083","doi":"10.1021/acs.molpharmaceut.6b00547","title":"Why I’m Holding onto Hope for Nano in Oncology","year":2016,"lang":"en","type":"article","venue":"Molecular Pharmaceutics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Internal medicine; Nano-; Oncology; Medicine; Chemistry; Chemical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002644148,0.0001042696,0.0001928234,0.000137761,0.00002901735,0.000006832779,0.00007277662,0.0001053882,0.0001477626],"category_scores_gemma":[0.0001029977,0.00007887316,0.00008353565,0.0001532404,0.00003542782,0.00005059739,0.00001624823,0.00008616681,0.00002421155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902038,"about_ca_system_score_gemma":0.00009525704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006051466,"about_ca_topic_score_gemma":0.000006131905,"domain_scores_codex":[0.9991865,0.00005594526,0.0002007244,0.0001849416,0.0001224197,0.0002495205],"domain_scores_gemma":[0.9995321,0.00008832226,0.00004368697,0.0001641939,0.00005185463,0.0001198368],"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":[0.0003422768,0.0001485858,0.002134725,0.00003116576,0.00005569262,0.00006512422,0.0001206218,0.00001911054,0.9243485,0.0006249877,0.002874843,0.06923441],"study_design_scores_gemma":[0.004755242,0.0001893786,0.0002390173,0.00003606514,0.00004535532,0.00001939756,0.00001651964,0.0004291211,0.525435,0.0001962977,0.4685448,0.00009386015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107059,0.002809095,0.05561096,0.02505909,0.000599321,0.00111997,0.00001849519,0.00008553251,0.003991664],"genre_scores_gemma":[0.9746475,0.0002428003,0.002195435,0.02218808,0.00010234,0.0000464877,0.000005943866,0.00002819049,0.0005432528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4656699,"threshold_uncertainty_score":0.3216354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04590737511499481,"score_gpt":0.3903246263679357,"score_spread":0.3444172512529409,"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."}}