{"id":"W4415434041","doi":"10.1021/acsomega.5c00904","title":"Understanding Cholesterol–Mycolic Acid–Phosphatidylcholine Interactions: Advancing Electrochemical Detection of Tuberculosis","year":2025,"lang":"en","type":"article","venue":"ACS Omega","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Pretoria; National Research Foundation","keywords":"Electrochemistry; Tuberculosis; Antibody; Antigen; Mycobacterium tuberculosis; Liposome; Adsorption; Phosphatidylcholine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001577492,0.0001315287,0.0001546924,0.00009938888,0.00008411038,0.00001902832,0.0001390355,0.0001271802,0.000005994573],"category_scores_gemma":[0.0001751289,0.0001352207,0.00008505017,0.0002038552,0.00003183802,0.00001104256,0.00006836966,0.0001019426,0.000003352506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007571925,"about_ca_system_score_gemma":0.00003836559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001270556,"about_ca_topic_score_gemma":0.00004829193,"domain_scores_codex":[0.9991491,0.00004442985,0.0002407899,0.0002601666,0.00009386403,0.0002116233],"domain_scores_gemma":[0.999515,0.00002847052,0.00009012566,0.000267976,0.00005673273,0.00004169786],"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":[0.00009373517,0.00003637616,0.0001953608,0.00003164502,0.00007102669,2.351077e-7,0.00001804125,0.000005592135,0.9954732,0.0002079831,0.0001053814,0.00376139],"study_design_scores_gemma":[0.0003076244,0.0001003555,0.0001533732,0.00006586458,0.00003389639,0.000006867624,0.00009494259,0.00002820065,0.9938381,0.0008940299,0.004363688,0.0001130362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391662,0.0008979512,0.1580922,0.0002034796,0.0002203091,0.0001907901,0.000003498853,0.00002079264,0.001204788],"genre_scores_gemma":[0.9982977,0.0002980353,0.0006745607,0.0002593487,0.00007865157,0.00004473607,0.00001822764,0.0000152441,0.0003135238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1591314,"threshold_uncertainty_score":0.551414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679738218864085,"score_gpt":0.2634560038455718,"score_spread":0.2466586216569309,"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."}}