{"id":"W3107461665","doi":"10.1097/pcc.0000000000000436","title":"Monitoring 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":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intensive care medicine; Acute respiratory distress; Respiratory distress; Pediatric intensive care unit; Respiratory monitoring; Pediatrics; Emergency medicine; Respiratory system; Lung; Internal medicine; Anesthesia","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":[0.006626856,0.0004725108,0.0004624625,0.000928029,0.0005352244,0.0006592284,0.000791122,0.001225518,0.001036732],"category_scores_gemma":[0.03550618,0.0001342,0.0004380635,0.0005373119,0.0005744349,0.001230983,0.0009814472,0.002035812,0.0002358377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015029,"about_ca_system_score_gemma":0.004538561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587245,"about_ca_topic_score_gemma":0.00206444,"domain_scores_codex":[0.9923536,0.004180377,0.001299868,0.0003049829,0.001526391,0.0003348565],"domain_scores_gemma":[0.9824359,0.007790611,0.004034287,0.0002483109,0.004730008,0.0007608222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004278942,0.0001351037,0.1478273,0.01862115,0.0002808616,0.008621752,0.004602859,0.00160532,0.003109752,0.004332764,0.119426,0.6910093],"study_design_scores_gemma":[0.0002706956,0.001486077,0.3087636,0.07101399,0.0007718978,0.04674735,0.02296953,0.003401766,0.004826216,0.007155345,0.5324075,0.0001860994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1595944,0.5575396,0.01742521,0.2198685,0.01007625,0.0009863152,0.0006652442,0.000206525,0.03363811],"genre_scores_gemma":[0.6257927,0.3092453,0.03008526,0.02565877,0.006108992,0.0006832455,0.0007036717,0.00003246693,0.001689644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006626856,"threshold_uncertainty_score":0.03504658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509514228958535,"score_gpt":0.3266998260688499,"score_spread":0.2916046837792645,"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."}}