{"id":"W2138015656","doi":"10.1529/biophysj.107.112565","title":"Effect of Lipid Peroxidation on the Properties of Lipid Bilayers: A Molecular Dynamics Study","year":2007,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":626,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Lipid peroxidation; Lipid bilayer; Linoleic acid; Phospholipid; Lipid oxidation; Lipid bilayer phase behavior; Bilayer; Membrane lipids; Membrane; Biophysics; Biochemistry; Fatty acid; Antioxidant","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":[0.0002351762,0.0002525997,0.000260972,0.0001503988,0.000271724,0.0002790874,0.0002551351,0.0003562779,0.001288438],"category_scores_gemma":[0.0005817652,0.0002014178,0.0002914395,0.0001813225,0.0004674347,0.0006560614,0.0002535078,0.0008354728,0.0001821832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519879,"about_ca_system_score_gemma":0.0001554621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007218052,"about_ca_topic_score_gemma":0.0003567534,"domain_scores_codex":[0.9999092,0.00001663242,0.000005361013,0.00001873359,0.00002145365,0.00002867332],"domain_scores_gemma":[0.9997345,0.0001069631,0.00006002489,0.00003072005,0.0000326293,0.00003508828],"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":[0.000867112,0.0001196951,0.001113037,0.00005199222,0.00003089334,0.0001145675,0.0001048189,0.0007606373,0.9942988,0.0003028614,0.00005930556,0.002176136],"study_design_scores_gemma":[0.00006216735,0.0006010442,0.007272989,0.000006852703,0.00005156456,0.0001879335,0.00009672625,0.009594648,0.9810904,0.0003655242,0.0006438019,0.00002631021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985793,0.0003171668,0.0006380525,0.00004920907,0.000008018457,0.000007819708,0.00005652167,0.000009846452,0.0003341105],"genre_scores_gemma":[0.9991258,0.0002680002,0.0003320362,0.00001376229,0.000004435646,0.000004630067,0.0000514716,0.000007226199,0.0001926548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001288438,"threshold_uncertainty_score":0.00431025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008639372260462219,"score_gpt":0.2547259596015633,"score_spread":0.2460865873411011,"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."}}