{"id":"W2172113667","doi":"10.1194/jlr.m200380-jlr200","title":"Lipid compositional analysis of pulmonary surfactant monolayers and monolayer-associated reservoirs","year":2003,"lang":"en","type":"article","venue":"Journal of Lipid Research","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Monolayer; Pulmonary surfactant; POPC; Phosphatidylcholine; Chemistry; Phosphatidylglycerol; Adsorption; Chromatography; Phospholipid; Surface pressure; Langmuir; Chemical engineering; Organic chemistry; Biochemistry; Membrane","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01045577,0.0001956084,0.001037501,0.003097207,0.0002594815,0.000046366,0.0003368863,0.0002366339,0.0004034514],"category_scores_gemma":[0.004147979,0.0001595685,0.0003678712,0.00363964,0.0003287382,0.000253285,0.0001355268,0.001938786,0.00001091918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005577772,"about_ca_system_score_gemma":0.001664169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009172026,"about_ca_topic_score_gemma":0.00002128428,"domain_scores_codex":[0.9925587,0.001602552,0.001261768,0.0003289701,0.003430139,0.0008178732],"domain_scores_gemma":[0.992865,0.001981479,0.0004701832,0.0004287325,0.003303613,0.0009510039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008748994,0.003353766,0.5120288,0.001189046,0.006600966,0.001769059,0.0007855731,0.0007149875,0.4509878,0.0007982898,0.003252383,0.009770303],"study_design_scores_gemma":[0.007617224,0.007418609,0.8700737,0.001199055,0.001242325,0.0008883228,0.002465283,0.01175432,0.05135092,0.0005571816,0.04486199,0.0005711141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912325,0.003691715,0.00002890648,0.001943864,0.0001196167,0.0003725988,0.00002935865,0.000008853096,0.002572637],"genre_scores_gemma":[0.9966216,0.002214325,0.0005211853,0.00009251272,0.0001643614,0.000006611383,0.000007876611,0.00003366637,0.0003378645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3996369,"threshold_uncertainty_score":0.8423169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085024618309271,"score_gpt":0.4236815264925633,"score_spread":0.3151790646616363,"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."}}