{"id":"W3203908712","doi":"10.1016/j.jcis.2021.09.193","title":"Interactions of model airborne particulate matter with dipalmitoyl phosphatidylcholine and a clinical surfactant Calsurf","year":2021,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Lanzhou Science and Technology Bureau; Canada Research Chairs; Guangdong Science and Technology Department; National Natural Science Foundation of China; Canada Foundation for Innovation","keywords":"Pulmonary surfactant; Chemistry; Monolayer; Surface pressure; Isothermal titration calorimetry; Chemical engineering; Phosphatidylcholine; Langmuir; Surface tension; Analytical Chemistry (journal); Chromatography; Phospholipid; Organic chemistry; Adsorption; Physical chemistry; Membrane; Biochemistry; Thermodynamics","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":[0.0005779617,0.0000817581,0.000305721,0.00009503817,0.00007283823,0.00003881978,0.00005830956,0.00003025868,0.00006384867],"category_scores_gemma":[0.0001408785,0.00005126173,0.00005756601,0.0002565423,0.000480483,0.0003151309,0.00004926513,0.0002305554,0.00000231855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002610542,"about_ca_system_score_gemma":0.000448382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000244732,"about_ca_topic_score_gemma":0.000004774514,"domain_scores_codex":[0.9988531,0.0000346161,0.0005318139,0.0001489007,0.0003056398,0.0001259209],"domain_scores_gemma":[0.998566,0.00006630411,0.0002835331,0.0001144747,0.0007682341,0.0002014794],"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":[0.001128068,0.0006083255,0.1088059,0.00009798958,0.0001619736,0.00005051594,0.00111752,0.00264357,0.8826859,0.00008379137,0.001091006,0.001525411],"study_design_scores_gemma":[0.004418909,0.001428766,0.0873855,0.001269458,0.0003275763,0.002412618,0.001620522,0.08056673,0.8183919,0.00002345767,0.001910626,0.0002439512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996164,0.0005561445,0.001251332,0.001164316,0.0001824533,0.00006242192,0.000002778942,0.000002690309,0.0006138272],"genre_scores_gemma":[0.9961241,0.0002568919,0.002233613,0.0004636823,0.00003473701,3.101436e-7,1.348922e-7,0.000005153003,0.0008813943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07792316,"threshold_uncertainty_score":0.2090393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493306035864599,"score_gpt":0.3462788643031059,"score_spread":0.3213458039444599,"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."}}