{"id":"W2033197778","doi":"10.1159/000369472","title":"The Potential of Heliox as a Therapy for Acute Respiratory Distress Syndrome in Adults and Children: A Descriptive Review","year":2015,"lang":"en","type":"review","venue":"Respiration","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw","keywords":"Medicine; Heliox; Acute respiratory distress; Respiratory distress; Distress; Intensive care medicine; Respiratory disease; Anesthesia; Internal medicine; Clinical psychology; Lung","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001369109,0.0004509313,0.001932914,0.0002469237,0.0001013978,0.00003526232,0.0002142848,0.0003594551,0.00001236602],"category_scores_gemma":[0.0002150471,0.0002821757,0.0004386777,0.0003959106,0.0001131055,0.0001341327,0.00005635465,0.000330256,0.00001075633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332835,"about_ca_system_score_gemma":0.0008432206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001924626,"about_ca_topic_score_gemma":0.00001507972,"domain_scores_codex":[0.9971269,0.0003043827,0.001213119,0.0005495584,0.0004770726,0.0003289528],"domain_scores_gemma":[0.9980065,0.00008063416,0.0007917493,0.0006169855,0.0003293745,0.0001747356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004567785,0.00008410442,0.00001347414,0.01196508,0.0002951836,0.0000578765,0.00004263761,4.770475e-8,0.00002015814,0.0001441752,0.0007508649,0.9861696],"study_design_scores_gemma":[0.002264892,0.002972283,0.0001299292,0.05616819,0.001323029,0.0003320627,0.00002309956,0.000002930444,0.00002372297,0.00009808748,0.9363567,0.0003051353],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00182777,0.9901952,0.0000605365,0.00007426615,0.0001737489,0.007387344,0.0001824948,0.00002497573,0.0000736573],"genre_scores_gemma":[0.0001001469,0.997669,0.00006799601,0.0003868234,0.0001572059,0.001026998,0.0003260784,0.00007131243,0.000194484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858645,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428886500010353,"score_gpt":0.3556346411176906,"score_spread":0.3127459911166552,"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."}}