{"id":"W2166249409","doi":"10.1186/s12645-015-0012-3","title":"AGuIX nanoparticles as a promising platform for image-guided radiation therapy","year":2015,"lang":"en","type":"article","venue":"Cancer Nanotechnology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Cancer Centre; Dalhousie University","funders":"","keywords":"Materials science; Nanoparticle; Irradiation; Radiation therapy; Beam (structure); Photon; Radiation; Gadolinium; Radiosensitizer; Nuclear medicine; Optics; Nanotechnology; Medicine; Physics; Radiology","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":[0.0002239899,0.000138153,0.0002651397,0.0001974347,0.00008038519,0.00001937758,0.0001049005,0.0002724995,0.00008584664],"category_scores_gemma":[0.0003010375,0.0001193417,0.00007291872,0.0003262488,0.0001115198,0.0001472084,0.00001324425,0.0001297942,0.00004800364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386296,"about_ca_system_score_gemma":0.0003816886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005668263,"about_ca_topic_score_gemma":0.000004039073,"domain_scores_codex":[0.9990382,0.00001361074,0.0002604385,0.0002589792,0.0001406153,0.0002881932],"domain_scores_gemma":[0.9992538,0.00004736326,0.0001272662,0.0002825204,0.0001743801,0.0001146356],"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":[0.001390724,0.0001397361,0.0025571,0.0000397793,0.0001481693,0.00001311981,0.0006674065,0.00003109568,0.5595788,0.00384145,0.01147903,0.4201135],"study_design_scores_gemma":[0.006703984,0.0007392556,0.0003611476,0.00002487892,0.00003348612,0.00006766813,0.0001293149,0.0007709581,0.8560799,0.007074738,0.127864,0.000150622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833504,0.005903604,0.0009699313,0.007715624,0.000390077,0.0009510174,0.000008448256,0.0003420602,0.0003688226],"genre_scores_gemma":[0.9935935,0.0006995281,0.002249418,0.00207576,0.0002654273,0.0003814492,0.00001899371,0.00003859758,0.0006772945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4199629,"threshold_uncertainty_score":0.4866615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06227567753970846,"score_gpt":0.3575275997715685,"score_spread":0.29525192223186,"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."}}