{"id":"W4405658272","doi":"10.1002/jsde.12826","title":"Glucose‐induced self‐assembly in structurally diverse polyoxyethylene based nonionic surfactants for enhanced anticancer drug solubilization","year":2024,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Chemistry; Solubilization; Nonionic surfactant; Drug; Combinatorial chemistry; Organic chemistry; Pulmonary surfactant; Pharmacology; Biochemistry","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":[0.0001066438,0.0002559776,0.0001260418,0.000105613,0.0000484535,0.0001567235,0.0001053645,0.0001470604,0.0003485106],"category_scores_gemma":[0.0001490357,0.00007256479,0.0001414878,0.000112191,0.0001003415,0.0001869258,0.0001428769,0.0002580733,0.00009030588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300673,"about_ca_system_score_gemma":0.00009849909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002220407,"about_ca_topic_score_gemma":0.0004390644,"domain_scores_codex":[0.9999139,0.00002153794,0.000009210525,0.00001414799,0.00002442899,0.00001672138],"domain_scores_gemma":[0.9999225,0.00001394224,0.00003412046,0.000004858955,0.00001225794,0.00001225572],"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":[0.00003689852,0.00001082591,0.00004943972,0.00002142175,0.000002481133,0.00001891377,0.000005910822,0.00004715268,0.9992873,0.00002061039,0.000004108525,0.0004949647],"study_design_scores_gemma":[0.000003107153,0.0001255357,0.0004652589,0.000002168536,0.000005300902,0.00002664192,0.000006302035,0.0003073541,0.9987411,0.000004947094,0.0003109314,0.000001363076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973991,0.000906294,0.001195492,0.00002711163,0.000009674162,0.00001495777,0.00003850251,0.00001678557,0.0003922005],"genre_scores_gemma":[0.9972885,0.0005721147,0.001534338,0.00002357441,0.000003235858,0.00001243291,0.00006083222,0.000007828488,0.0004972136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003485106,"threshold_uncertainty_score":0.001165867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542459701258055,"score_gpt":0.2677861905597095,"score_spread":0.2523615935471289,"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."}}