{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00406236,0.00007320807,0.0002571197,0.0001124714,0.0001020194,0.00001570775,0.00014135,0.0000372243,0.00002631074],"category_scores_gemma":[0.002056028,0.00003732377,0.00003227417,0.0002430414,0.000655599,0.0001262067,0.00006022108,0.0003492115,2.958099e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036347,"about_ca_system_score_gemma":0.0002400517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002711902,"about_ca_topic_score_gemma":0.000008496485,"domain_scores_codex":[0.9982435,0.0001909907,0.0002752095,0.0001263593,0.00100807,0.0001559438],"domain_scores_gemma":[0.9984474,0.0005386992,0.000276893,0.0001864937,0.0003520095,0.0001985553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001188174,0.00003982794,0.1695503,0.001295158,0.00001847401,0.00001051815,0.0001237725,0.00002166761,0.7319352,0.0001357488,0.00002269104,0.09565848],"study_design_scores_gemma":[0.0006230141,0.001781675,0.693785,0.0002671018,0.00001162164,0.00009763774,0.00001113997,0.0005439428,0.3027732,0.00005051651,0.00003122557,0.00002387648],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988573,0.000231358,0.00002261122,0.0005622974,0.0000708117,0.0002153315,0.000005557296,0.000001286517,0.00003343021],"genre_scores_gemma":[0.999675,0.00002263635,0.00006456113,0.0001901036,0.00003591794,2.972849e-7,4.732695e-8,0.000003061286,0.000008340963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5242347,"threshold_uncertainty_score":0.2461406,"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."}}