{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003732657,0.0002850213,0.0004608932,0.0001225884,0.000434651,0.0001826086,0.0007659328,0.000227642,0.0000370093],"category_scores_gemma":[0.002341226,0.0002102538,0.0003557194,0.0001857171,0.0006623565,0.00006666493,0.0007582591,0.0006944734,0.00000471998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121237,"about_ca_system_score_gemma":0.0004245962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011977,"about_ca_topic_score_gemma":0.002515353,"domain_scores_codex":[0.9963686,0.001699837,0.0005325934,0.0005063715,0.0004846635,0.0004078664],"domain_scores_gemma":[0.9902878,0.004161261,0.0004323452,0.002153638,0.002813366,0.0001515304],"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":[0.0004160309,0.0007456932,0.0003636751,0.0002192921,0.0005202249,0.000003058967,0.003622797,0.00002735598,0.8917727,0.003787256,0.001159633,0.09736228],"study_design_scores_gemma":[0.001840622,0.000004182449,0.006907918,0.001262334,0.00009108496,0.000008974397,0.0001229945,0.0181843,0.9025771,0.001911104,0.0667642,0.0003251965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845088,0.002614026,0.002477633,0.007559204,0.0002097749,0.001828632,0.0001554361,0.00009851083,0.0005480294],"genre_scores_gemma":[0.969126,0.01272893,0.01212639,0.0001318071,0.0000241255,0.0004590697,0.0002233824,0.00006336555,0.00511689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09703708,"threshold_uncertainty_score":0.8573902,"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."}}