{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002695662,0.0001105168,0.0001970086,0.0002413223,0.0001521532,0.00004598541,0.0001095767,0.00009239254,0.00004882308],"category_scores_gemma":[0.0003481221,0.00007013752,0.000048235,0.0006137115,0.00003988896,0.00007784209,0.00003803509,0.0005679544,0.00008030117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030677,"about_ca_system_score_gemma":0.0001385021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005680975,"about_ca_topic_score_gemma":0.00001805411,"domain_scores_codex":[0.9980695,0.000257186,0.0002267101,0.000297315,0.000784568,0.0003646739],"domain_scores_gemma":[0.9990731,0.0003525266,0.00003751656,0.0002814425,0.000128578,0.0001268182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008764924,0.001334631,0.8335025,0.001189076,0.00008061107,0.0009218769,0.0008309853,0.00003740399,0.08536486,0.01650567,0.006760467,0.04470695],"study_design_scores_gemma":[0.01331267,0.01034779,0.9443248,0.0001939574,0.0001950609,0.00009861493,0.0005853925,0.0004810318,0.01534429,0.005181163,0.009581435,0.0003538142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955686,0.0006037074,0.000934394,0.0009522497,0.0002016284,0.001045589,0.000001637658,0.00002246627,0.0006696929],"genre_scores_gemma":[0.998895,0.0001582815,0.00009173213,0.000224068,0.0003468389,0.00006181838,0.00001188757,0.0000140339,0.0001963747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108222,"threshold_uncertainty_score":0.2860125,"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."}}