{"id":"W4416946980","doi":"10.1088/1361-6528/ae2628","title":"DFT investigation of 5-fluorouracil interactions with aluminum and gallium-doped SWCNTs (8,8): enhanced drug delivery potential","year":2025,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Doping; Gallium; Drug delivery; Carbon nanotube; Density functional theory; Aluminium","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002854539,0.0001434624,0.0002781111,0.0002824705,0.0001101497,0.00004564444,0.0002714983,0.0001705679,0.0002280374],"category_scores_gemma":[0.00006713217,0.0001235017,0.00002788272,0.0003382692,0.0005239568,0.0001867563,0.0002065794,0.0001611096,0.00002925735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005594506,"about_ca_system_score_gemma":0.000192828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003430448,"about_ca_topic_score_gemma":0.0003524201,"domain_scores_codex":[0.9987126,0.0001162935,0.0003121076,0.000356919,0.0001972931,0.0003047863],"domain_scores_gemma":[0.9992374,0.00005829298,0.0001350262,0.0003262694,0.0001907745,0.00005220621],"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":[0.0001716719,0.00002746207,0.0001889139,0.00004769635,0.00001485667,0.000005890131,0.00009382007,0.000006500724,0.9947187,0.0006331306,0.0002085085,0.003882802],"study_design_scores_gemma":[0.0005789655,0.0001024517,0.0007148337,0.00007523417,0.00002324369,0.00001407281,0.0002131378,0.0001425987,0.9969296,0.0008203815,0.0002736652,0.0001118468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965482,0.0001459937,0.0009471459,0.001336266,0.0003376764,0.0002560015,0.00001248758,0.0001420758,0.0002741076],"genre_scores_gemma":[0.9980637,0.00008447103,0.001113274,0.00008818106,0.00001831928,0.00005344915,0.000006918385,0.00001103146,0.0005606537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770955,"threshold_uncertainty_score":0.5036253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007281324249040472,"score_gpt":0.2444781164177865,"score_spread":0.2371967921687461,"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."}}