{"id":"W4410260301","doi":"10.71000/vttdj854","title":"NANOTECHNOLOGY IN CANCER TREATMENT: ADVANCEMENTS AND FUTURE DIRECTIONS – ANALYZING THE IMPACT OF NANO-BASED DRUG DELIVERY IN ONCOLOGY- SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"article","venue":"Insights-Journal of Health and Rehabilitation","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strong","keywords":"Drug delivery; Nanotechnology; Medicine; Cancer; Cancer drugs; Drug; Internal medicine; Pharmacology; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01956514,0.001792104,0.009356633,0.01388379,0.0006772627,0.003666127,0.002003654,0.00219919,0.004260587],"category_scores_gemma":[0.06532341,0.00103988,0.01070751,0.01252775,0.001349934,0.003535663,0.00193142,0.001469551,0.000380047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005035387,"about_ca_system_score_gemma":0.02140677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007669187,"about_ca_topic_score_gemma":0.02372377,"domain_scores_codex":[0.9860134,0.005901927,0.004619128,0.0007770357,0.002283365,0.0004051438],"domain_scores_gemma":[0.94622,0.03849795,0.009042199,0.000932788,0.004814085,0.0004928487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001017694,0.000008765952,0.0004022352,0.9683369,0.006632547,0.00004888337,0.00009061269,0.00009823353,0.0001056072,0.000213098,0.001037144,0.02292424],"study_design_scores_gemma":[0.0001381667,0.0001347358,0.001756427,0.9277617,0.05377039,0.0001936147,0.0001877409,0.000106873,0.0001238478,0.0004804704,0.01531832,0.0000277287],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003827094,0.998345,0.0001585765,0.0003553677,0.0001072127,0.0003117358,0.0001957056,0.000007105626,0.000136553],"genre_scores_gemma":[0.007286808,0.9903663,0.0006873808,0.0006465381,0.00008638226,0.0006830624,0.0001570102,0.000005356943,0.00008102713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01956514,"threshold_uncertainty_score":0.1034716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109959127805105,"score_gpt":0.3324374762207559,"score_spread":0.3214415634402454,"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."}}