{"id":"W4292459211","doi":"","title":"The use of nanoparticles for photodynamic therapy agent delivery","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Photodynamic therapy; Nanoparticle; Computer science; Nanotechnology; Materials science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004229695,0.0003757811,0.0002277688,0.0002320224,0.0003343299,0.0007346859,0.0002458348,0.000759616,0.002784511],"category_scores_gemma":[0.0002219698,0.0001793541,0.0003423733,0.0001058338,0.0002809429,0.0005875698,0.0003807627,0.0004669965,0.0008939331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005140553,"about_ca_system_score_gemma":0.0002309368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005068881,"about_ca_topic_score_gemma":0.000507021,"domain_scores_codex":[0.999848,0.00002624187,0.000007600709,0.00005628829,0.00003879178,0.00002310256],"domain_scores_gemma":[0.9999214,0.00002664554,0.00001127891,0.00001233425,0.00001956641,0.000008699601],"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":[0.000108294,0.00002827279,0.00004702344,0.0001490448,0.00001068695,0.00006080545,0.00003629374,0.0001742121,0.9859946,0.002032622,0.0006506093,0.01070763],"study_design_scores_gemma":[0.000006216263,0.00007545449,0.0001605068,0.000007655472,0.00001223901,0.00009507345,0.000008338197,0.000626592,0.9863955,0.0002159377,0.0123926,0.000003939452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6949068,0.07165283,0.09805631,0.005344429,0.002940573,0.0004809069,0.0006123539,0.0008922609,0.1251136],"genre_scores_gemma":[0.891697,0.01067631,0.02315271,0.0006159883,0.0001547464,0.0001367583,0.0002442021,0.0001866562,0.07313556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002784511,"threshold_uncertainty_score":0.009315133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179604737579983,"score_gpt":0.2919128981240525,"score_spread":0.2501168507482527,"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."}}