{"id":"W2051398721","doi":"10.1002/ppul.22613","title":"Evolution of gene expression changes in newborn rats after mechanical ventilation with reversible intubation","year":2012,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Swiss Life Stiftung für Chancenreichtum und Zukunft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Lipopolysaccharide; Mechanical ventilation; Ventilation (architecture); Lung; Gene expression; Anesthesia; Intubation; Inflammation; Respiratory system; Immunology; Internal medicine; Gene; Biology; Biochemistry","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":[0.000475109,0.0000968801,0.0002226702,0.00054198,0.00002457692,0.00000199642,0.0000607253,0.0001987747,0.0001272321],"category_scores_gemma":[0.0001979427,0.00008236464,0.00002273884,0.0005551346,0.00003191285,0.0001608101,0.0000473102,0.0002463158,0.00003591957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941343,"about_ca_system_score_gemma":0.0002071578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005583558,"about_ca_topic_score_gemma":0.00006080863,"domain_scores_codex":[0.9987485,0.0001290149,0.0002514659,0.0002014671,0.0002837715,0.0003857638],"domain_scores_gemma":[0.9993125,0.0000810319,0.0001261996,0.0002163887,0.0001125967,0.0001513392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003699283,0.0003345428,0.8787209,0.00049452,0.000006468805,0.00002799817,0.0001736894,0.000006169876,0.09212652,0.00009240953,0.00008935108,0.02422818],"study_design_scores_gemma":[0.001396555,0.001312414,0.917896,0.00006437096,0.00005665512,0.00003440985,0.00006799872,0.0001478602,0.07696636,0.0001161746,0.001818208,0.0001230341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928098,0.004377448,0.0017574,0.0003161992,0.0001475629,0.0004704605,0.000004110071,0.00002128324,0.00009571524],"genre_scores_gemma":[0.995593,0.0005255938,0.003192178,0.00004937781,0.0004469718,0.00009465795,0.00001644289,0.00001503679,0.00006671384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03917509,"threshold_uncertainty_score":0.3358733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631693461895475,"score_gpt":0.3121546280484626,"score_spread":0.2858376934295079,"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."}}