{"id":"W2905464160","doi":"10.1097/mcc.0000000000000575","title":"Airway pressure release ventilation in children","year":2018,"lang":"en","type":"article","venue":"Current Opinion in Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Context (archaeology); ARDS; Clinical trial; Continuous positive airway pressure; Anesthesia; Lung; Internal medicine","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":[0.0001050437,0.0001112259,0.0001740795,0.0001522656,0.00003423321,0.00001362753,0.00006391459,0.000104077,0.000403896],"category_scores_gemma":[0.0002452911,0.000105802,0.00005594794,0.0001886915,0.000083264,0.00009780448,0.00003666647,0.0002546317,0.00008158577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004788545,"about_ca_system_score_gemma":0.00008744578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006611186,"about_ca_topic_score_gemma":0.000002952723,"domain_scores_codex":[0.9989287,0.00004442065,0.0002607652,0.0002828695,0.0002363196,0.0002469661],"domain_scores_gemma":[0.9994451,0.00002327214,0.00001909199,0.0002143918,0.0001522078,0.0001459633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002423438,0.0003868801,0.9321726,0.001193627,0.000007784043,0.000006098499,0.0009305526,0.00000219935,0.0003316677,0.005967495,0.003313849,0.05544491],"study_design_scores_gemma":[0.003094731,0.0009861783,0.8274745,0.001791586,0.00005796669,0.00002577711,0.000668467,0.0003399119,0.00442403,0.0007256728,0.1600448,0.0003662734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639464,0.01914232,0.001282186,0.0008610477,0.01037836,0.001591433,0.0000901024,0.0001506725,0.002557472],"genre_scores_gemma":[0.9986099,0.00004001239,0.0001181198,0.00006369999,0.0009487179,0.00003317822,0.0001525499,0.00001421544,0.00001963328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156731,"threshold_uncertainty_score":0.4422378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09012816893723731,"score_gpt":0.424517662844883,"score_spread":0.3343894939076457,"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."}}