{"id":"W2021814565","doi":"10.1155/2013/937871","title":"High Frequency Jet Ventilation during Initial Management, Stabilization, and Transport of Newborn Infants with Congenital Diaphragmatic Hernia: A Case Series","year":2013,"lang":"en","type":"article","venue":"Critical Care Research and Practice","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Algorithm; Congenital diaphragmatic hernia; Ventilation (architecture); Pediatrics; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005604668,0.0006087283,0.0004521003,0.001008864,0.0008921628,0.0008579207,0.0008789251,0.001319397,0.0007702979],"category_scores_gemma":[0.005388405,0.0003926793,0.0003673084,0.0009288011,0.000764805,0.0006383002,0.0006251938,0.0007958175,0.000204341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000766689,"about_ca_system_score_gemma":0.0007624886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527832,"about_ca_topic_score_gemma":0.003984211,"domain_scores_codex":[0.9992018,0.000165163,0.0001883539,0.00009725827,0.0001529275,0.0001944564],"domain_scores_gemma":[0.997827,0.0006492911,0.0009119671,0.0000954983,0.0001235222,0.000392697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001129279,0.0001259831,0.3591885,0.0002828474,0.00004758165,0.6218212,0.001748131,0.0001670808,0.00113546,0.0001630101,0.0007588578,0.01444839],"study_design_scores_gemma":[0.00001224313,0.0003339299,0.09661995,0.0000933532,0.00003286952,0.8996324,0.001630737,0.0001756987,0.0005429628,0.00003301703,0.0008793092,0.00001340892],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921319,0.005932213,0.0003861168,0.000261204,0.00006395782,0.0000339999,0.00003961918,0.00001439693,0.001136617],"genre_scores_gemma":[0.9969389,0.002243208,0.0004157173,0.0000929515,0.00009327304,0.00001262021,0.00004560076,0.000003554055,0.0001541805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002527832,"threshold_uncertainty_score":0.005562782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399037877111086,"score_gpt":0.3778235583355521,"score_spread":0.3338331795644413,"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."}}