{"id":"W4412649725","doi":"10.20944/preprints202507.1649.v1","title":"Intracellular Targeted Nanocapsules Containing Nanobiotherapeutic Suppress Lung, Liver, Breast and Cervix Cancer Cell Lines by Prodrug Activation or Removal of Intracellular Tyrosine","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Intracellular; Prodrug; Cancer research; Nanocapsules; Tyrosine; Medicine; Chemistry; Pharmacology; Oncology; Biochemistry; Materials science; Nanotechnology","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":[0.00006360438,0.0002148175,0.0001824186,0.00009373294,0.00005709931,0.0001006738,0.0001094276,0.0002507303,0.000623189],"category_scores_gemma":[0.00005577115,0.0000760187,0.00015686,0.00006281871,0.0001140844,0.0001105606,0.0000892715,0.0001892293,0.0001558422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958556,"about_ca_system_score_gemma":0.0001304173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006602788,"about_ca_topic_score_gemma":0.001156889,"domain_scores_codex":[0.9999478,0.000004856988,0.000004609292,0.00001602862,0.0000159635,0.00001065185],"domain_scores_gemma":[0.9999677,0.000006999928,0.000009563561,0.000003595212,0.000007217399,0.000004950072],"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":[0.00002141514,0.000007388243,0.00004207316,0.00002518673,0.000001527299,0.00001507802,0.000005689902,0.00003925684,0.9993708,0.00002137688,0.00001401101,0.0004361304],"study_design_scores_gemma":[0.000004776001,0.0001213934,0.0004044997,0.000002356699,0.000006407174,0.00005224994,0.000004002123,0.0002984473,0.9984835,0.000005504362,0.000615717,0.000001134356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992375,0.001672876,0.004329411,0.00005707866,0.0000256083,0.00003725816,0.0001322867,0.00005512515,0.00131555],"genre_scores_gemma":[0.9907142,0.0008843065,0.005184759,0.000043599,0.000007965907,0.00006121759,0.0002288576,0.00001464948,0.002860524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006602788,"threshold_uncertainty_score":0.002084792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779894145011596,"score_gpt":0.2938140379968141,"score_spread":0.2560150965466981,"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."}}