{"id":"W4402186956","doi":"10.32920/26866645","title":"Factors Of Chemotherapy From Different Classes Combined With USMB Effect Drug Efficacy In Breast Cancer Cells","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Breast cancer; Drug; Oncology; Chemotherapy; Internal medicine; Medicine; Pharmacology; Cancer","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":[0.0001040034,0.0002019237,0.0002736465,0.00019793,0.0001256563,0.0002607206,0.0001015167,0.0002394516,0.001819606],"category_scores_gemma":[0.0001671103,0.0001222087,0.000225205,0.0002550585,0.0001313706,0.0002171633,0.0001293542,0.0003217698,0.0003737151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689442,"about_ca_system_score_gemma":0.000198536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160781,"about_ca_topic_score_gemma":0.002325086,"domain_scores_codex":[0.9998618,0.00003208533,0.00001408006,0.00002293341,0.00004370656,0.00002530977],"domain_scores_gemma":[0.9999099,0.00003968099,0.0000105671,0.000008258985,0.00001859704,0.00001294895],"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":[0.0005659183,0.0001359301,0.0008002441,0.0001394805,0.00002002098,0.00008539429,0.00009090877,0.0002105107,0.989565,0.0001731551,0.0003459802,0.007867518],"study_design_scores_gemma":[0.00001508447,0.0003747909,0.004494064,0.000006688351,0.00002416973,0.00007826902,0.00003257845,0.0005457911,0.9914971,0.00001670291,0.00291107,0.000003696597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908825,0.003888655,0.0008080681,0.0001261183,0.00004118854,0.00002348072,0.0003256516,0.00003922252,0.003865031],"genre_scores_gemma":[0.9939977,0.001171148,0.001159417,0.00007071248,0.00001566326,0.00004209813,0.0003689153,0.00001677281,0.003157592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002160781,"threshold_uncertainty_score":0.006087184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078057517748312,"score_gpt":0.2476043122854751,"score_spread":0.236823737107992,"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."}}