{"id":"W4327546749","doi":"10.1021/acs.chemrestox.2c00349","title":"Investigating the Effect of Medium Chain Triglycerides on the Elasticity of Pulmonary Surfactant","year":2023,"lang":"en","type":"article","venue":"Chemical Research in Toxicology","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Government of Ontario; Lung Health Foundation; University of Windsor","keywords":"Pulmonary surfactant; Chemistry; Biophysics; Monolayer; Bilayer; Chemical engineering; Biochemistry; Biology; Membrane","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004172086,0.00009442588,0.000211357,0.0001995684,0.0001428249,0.00001626845,0.0008361453,0.00008850413,0.00004183032],"category_scores_gemma":[0.0454223,0.00004832039,0.00005448738,0.001865349,0.002546281,0.00004196486,0.0003211822,0.0007286938,0.00002779228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004150399,"about_ca_system_score_gemma":0.0001031285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001034993,"about_ca_topic_score_gemma":0.000002694186,"domain_scores_codex":[0.9963395,0.001673992,0.0003159628,0.0003331442,0.0008430633,0.0004943372],"domain_scores_gemma":[0.9749473,0.02452872,0.00008540313,0.0003073867,0.00004080264,0.00009043292],"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":[0.00009011044,0.00003718303,0.001531401,0.0000298995,7.239433e-7,0.00001975089,0.00007142377,0.0000711047,0.9948046,0.002065915,0.0001954356,0.001082407],"study_design_scores_gemma":[0.0001805764,0.0004616363,0.002720687,0.00002968721,8.408618e-7,0.000004213391,0.00004284384,0.007294067,0.9880434,0.001060259,0.0001225127,0.00003929198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893684,0.000005627393,0.000001348077,0.008747926,0.0001125532,0.000424946,0.000005601193,0.00001995567,0.001313663],"genre_scores_gemma":[0.9994782,0.00001849059,0.000002402356,0.0003343107,0.00003083767,0.00007091758,4.201803e-7,0.000008133243,0.00005635241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04125021,"threshold_uncertainty_score":0.9626185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605966715815713,"score_gpt":0.4030003502074186,"score_spread":0.2424036786258474,"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."}}