{"id":"W2145012816","doi":"10.5650/jos.ess14071","title":"Effect of Serum, Cholesterol and Low Density Lipoprotein on the Functionality and Structure of Lung Surfactant Films","year":2014,"lang":"en","type":"article","venue":"Journal of Oleo Science","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Japan Society for the Promotion of Science; Canadian Institutes of Health Research; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Pulmonary surfactant; Chemistry; Phospholipid; Raman spectroscopy; Cholesterol; Lipid bilayer; Lipoprotein; Bilayer; Adsorption; Biophysics; Chromatography; Biochemistry; Membrane; Organic chemistry; Biology","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":[0.0001827753,0.0002474427,0.0001294542,0.0001465137,0.0001265122,0.0001908987,0.0001104071,0.0001809265,0.0005890428],"category_scores_gemma":[0.000360401,0.0001149412,0.0001359418,0.0001179338,0.0001213833,0.0001600393,0.0001219477,0.000281779,0.0001038179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330282,"about_ca_system_score_gemma":0.0001406152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146197,"about_ca_topic_score_gemma":0.001590565,"domain_scores_codex":[0.999879,0.0000277677,0.00001414003,0.00001908528,0.00003438074,0.00002566364],"domain_scores_gemma":[0.9998227,0.00006951844,0.0000317416,0.00001072492,0.00003730986,0.00002809504],"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":[0.0001566193,0.00002135428,0.0002459007,0.00003088768,0.000005642095,0.00003412511,0.00002829066,0.00003505277,0.9986045,0.00001669316,0.00001461272,0.0008063783],"study_design_scores_gemma":[0.000004814097,0.0002152833,0.001416231,0.000004241658,0.00001123455,0.00002780555,0.00002179676,0.0002728263,0.9976923,0.000006872071,0.0003241385,0.000002548986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998252,0.0008830507,0.0002606425,0.00002869183,0.00001444124,0.000007833331,0.00005456448,0.000009248415,0.0004895946],"genre_scores_gemma":[0.9978423,0.0007169505,0.0006223285,0.00004537833,0.000004681073,0.000009263674,0.00009262495,0.000007490599,0.0006589958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001146197,"threshold_uncertainty_score":0.002279043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141405106131991,"score_gpt":0.3290779465243809,"score_spread":0.3149374359111818,"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."}}