{"id":"W1677470255","doi":"10.1097/pcc.0000000000000521","title":"Goal-Directed Mechanical Ventilation in Pediatric Acute Respiratory Distress Syndrome","year":2015,"lang":"en","type":"letter","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Acute respiratory distress; Mechanical ventilation; Respiratory distress; Ventilation (architecture); Intensive care medicine; Anesthesia; Internal medicine; Lung; Mechanical engineering","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":[0.0008385101,0.0004176843,0.0006226141,0.0005262696,0.001260111,0.001063934,0.0006723044,0.008880664,0.001635576],"category_scores_gemma":[0.01128168,0.0002358006,0.0005523515,0.000359251,0.001009151,0.001091945,0.0005298505,0.008759264,0.0008939323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073329,"about_ca_system_score_gemma":0.001453003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376972,"about_ca_topic_score_gemma":0.002976942,"domain_scores_codex":[0.998971,0.0003491945,0.0001400034,0.0001268413,0.000252288,0.0001605808],"domain_scores_gemma":[0.9975348,0.001423144,0.0002552899,0.00005776768,0.0003317374,0.000397188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001419449,0.0001607784,0.0277089,0.0002649615,0.00007037197,0.2251229,0.000444954,0.0008408751,0.0006607788,0.007888812,0.6907514,0.04594332],"study_design_scores_gemma":[0.0004773547,0.0004849109,0.04156818,0.003464782,0.0001699354,0.4236767,0.001489868,0.004684755,0.001555047,0.02663273,0.4956632,0.0001324916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01732285,0.01345138,0.0008155141,0.9316642,0.02080952,0.00003096505,0.00009260885,0.00005992578,0.01575303],"genre_scores_gemma":[0.2447498,0.01909031,0.002255485,0.6089827,0.1156078,0.0001122833,0.0002076961,0.00005978848,0.008934028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008880664,"threshold_uncertainty_score":0.01504314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288499362107706,"score_gpt":0.3281267682229635,"score_spread":0.2952417746018864,"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."}}