{"id":"W568464063","doi":"10.1097/pcc.0000000000000438","title":"The Outcomes of Children With Pediatric Acute Respiratory Distress Syndrome","year":2015,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Neurocognitive; Acute respiratory distress; Respiratory distress; Intensive care medicine; Etiology; Distress; Sepsis; Pediatrics; Lung; Internal medicine; Psychiatry; Surgery; Cognition","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":[0.0005818411,0.0003488286,0.000812216,0.0002438209,0.0001521658,0.00001639962,0.0003085315,0.0001619802,0.00008155667],"category_scores_gemma":[0.001408248,0.0001818054,0.0001367671,0.0006966747,0.0004521119,0.000097195,0.00009894975,0.0004276528,0.00003135415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008256998,"about_ca_system_score_gemma":0.0004684433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003805283,"about_ca_topic_score_gemma":0.00001017812,"domain_scores_codex":[0.9967764,0.00009375778,0.0007067684,0.0004437046,0.001401845,0.0005775096],"domain_scores_gemma":[0.9969177,0.0004578189,0.0001492319,0.0007545268,0.000851056,0.0008697151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227783,0.0001036835,0.992628,0.0001885115,0.0001069292,0.0004909885,0.0003710614,4.023272e-7,0.00001671881,0.0006840033,0.004069894,0.001117058],"study_design_scores_gemma":[0.009071001,0.01069525,0.9613893,0.00004855505,0.007914742,0.0008565821,0.00430674,0.000004086809,0.0002031424,0.0002838498,0.004629059,0.0005977028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833142,0.01118554,0.0002973732,0.002260135,0.0007078761,0.0006576602,0.00007682177,0.0001139662,0.001386443],"genre_scores_gemma":[0.9972231,0.0001778491,0.0002070165,0.0006337977,0.001379807,0.00005032472,0.00005651031,0.000053761,0.0002177975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03123868,"threshold_uncertainty_score":0.7413809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680470071777721,"score_gpt":0.3211984120346512,"score_spread":0.294393711316874,"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."}}