{"id":"W2031382687","doi":"10.1203/01.pdr.0000128980.82797.29","title":"Mechanical Ventilation Effect on Surfactant Content, Function, and Lung Compliance in the Newborn Rat","year":2004,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; SickKids Foundation; University of Toronto; Canadian Institutes of Health Research; Lawson Health Research Institute; Western University; Hospital for Sick Children","funders":"","keywords":"Pulmonary surfactant; Pulmonary compliance; Lung; Ventilation (architecture); Medicine; Mechanical ventilation; Tidal volume; Compliance (psychology); Anesthesia; Lung volumes; Respiratory system; Lung function; Internal medicine; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000480297,0.0005076136,0.0005919314,0.0008332462,0.0003121851,0.0003545624,0.0005580115,0.0005822251,0.001211291],"category_scores_gemma":[0.000858644,0.000374898,0.0003371721,0.0002688786,0.001402477,0.0008711125,0.0003868199,0.001207833,0.000214416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007072588,"about_ca_system_score_gemma":0.0006596929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059048,"about_ca_topic_score_gemma":0.002109683,"domain_scores_codex":[0.9996359,0.00008536454,0.00003043604,0.00006477195,0.00008144384,0.0001021307],"domain_scores_gemma":[0.9982135,0.0005584278,0.0004092939,0.0002622318,0.0001126837,0.0004437547],"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":[0.01266819,0.000428883,0.003114999,0.0000995045,0.00003529836,0.0003764347,0.0002531257,0.0002001391,0.9707472,0.0003204833,0.0001257422,0.01162993],"study_design_scores_gemma":[0.0001028627,0.005401656,0.02070645,0.00002213886,0.00008748945,0.0004270413,0.0002745004,0.0009031068,0.9707263,0.0002074201,0.001107434,0.00003357595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984238,0.000750593,0.0003110802,0.00007489388,0.00001661963,0.000006029832,0.0001474823,0.00003221069,0.0002372046],"genre_scores_gemma":[0.996313,0.000879982,0.000661982,0.00007608285,0.00002042646,0.00003346281,0.0002901506,0.00002663083,0.001698227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002059048,"threshold_uncertainty_score":0.005131483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.159273663793701,"score_gpt":0.3937375089319092,"score_spread":0.2344638451382082,"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."}}