{"id":"W4392366852","doi":"10.1021/acs.langmuir.3c02952","title":"Understanding the Retention of Vaping Additives in the Lungs: Model Lung Surfactant Membrane Perturbation by Vitamin E and Vitamin E Acetate","year":2024,"lang":"en","type":"article","venue":"Langmuir","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University","funders":"Argonne National Laboratory; Division of Chemistry; Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Pulmonary surfactant; Chemistry; Vitamin E; Tocopheryl acetate; Tocopherol; Membrane; Phospholipid; Vitamin; Chromatography; Organic chemistry; Antioxidant; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001118956,0.0002483984,0.0002317648,0.0001747553,0.0001343895,0.0003069013,0.0003438434,0.0004866818,0.0002565462],"category_scores_gemma":[0.000125473,0.0001151673,0.0002074969,0.0001278573,0.0002196501,0.0004756779,0.0002089695,0.0004012431,0.0001273884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997503,"about_ca_system_score_gemma":0.00019308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143356,"about_ca_topic_score_gemma":0.0008701104,"domain_scores_codex":[0.9999187,0.00001240278,0.000005216976,0.00002071513,0.00002590858,0.00001705064],"domain_scores_gemma":[0.9999509,0.00001104053,0.0000143559,0.000005485141,0.00001235216,0.000005904305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002652816,0.000007419,0.0003456036,0.00002077379,0.000002602834,0.00002250907,0.000008842831,0.0002231939,0.9986563,0.0000480089,0.000003643562,0.0006344991],"study_design_scores_gemma":[0.00000337519,0.0001196152,0.002457872,0.00000398915,0.00001200153,0.00008550745,0.00006690168,0.006356581,0.9902953,0.0001029628,0.0004920833,0.000003748821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912952,0.001391151,0.006818463,0.00007341213,0.000006087005,0.00001464717,0.00006581807,0.000025267,0.0003098212],"genre_scores_gemma":[0.9943198,0.001571125,0.003588411,0.00002838349,0.000003997966,0.0000171427,0.00007921882,0.000005596289,0.0003863302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001143356,"threshold_uncertainty_score":0.002273381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753842801491676,"score_gpt":0.272334581244844,"score_spread":0.2247961532299272,"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."}}