{"id":"W4414145411","doi":"10.1021/acs.jpcc.5c03575","title":"Investigating the Alteration of Membrane Properties Caused by Doxorubicin: Application of Phospholipid Mono- and Bilayer Biomembrane Models","year":2025,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Uniwersytet Warszawski; European Regional Development Fund; Narodowe Centrum Nauki; European Commission","keywords":"Bilayer; Monolayer; Membrane; Lipid bilayer; Lamellar phase; Phospholipid; Biological membrane; Liposome; Dielectric spectroscopy","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":[0.0001666655,0.0003796729,0.0001878012,0.0001509648,0.0001130192,0.0001980116,0.0001940601,0.0003107293,0.0008781491],"category_scores_gemma":[0.0001605331,0.0001157433,0.0001521039,0.0001078875,0.0001374852,0.0002927707,0.000195445,0.0003502716,0.000222488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915323,"about_ca_system_score_gemma":0.0000876265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004254859,"about_ca_topic_score_gemma":0.00067074,"domain_scores_codex":[0.9999248,0.0000117192,0.000006707714,0.00001944916,0.00002234453,0.00001505494],"domain_scores_gemma":[0.9999182,0.0000279759,0.00002021218,0.000009985252,0.00001234795,0.00001110125],"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":[0.000007554835,0.000003460264,0.0000258948,0.00001292743,8.697539e-7,0.00000951752,0.000004842782,0.00001295745,0.9996623,0.000008097529,0.000002381023,0.0002493507],"study_design_scores_gemma":[0.000001566877,0.00006037214,0.0009640253,0.000001730825,0.000005264016,0.0000343477,0.00001289237,0.0006782765,0.9979481,0.000008556794,0.0002830645,0.000001855807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868483,0.001571503,0.01024803,0.0001074719,0.00002413498,0.00004045916,0.0002047132,0.00008778901,0.0008675841],"genre_scores_gemma":[0.9806722,0.002046438,0.01508468,0.00004171148,0.000009815135,0.00006973238,0.000285411,0.00002483005,0.001765171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008781491,"threshold_uncertainty_score":0.002937734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216782157627303,"score_gpt":0.2250100312349797,"score_spread":0.2128422096587067,"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."}}