{"id":"W4408116392","doi":"10.1089/respcare.12597","title":"Invasive Respiratory Support in Critical Pediatric Asthma","year":2025,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Intensive care medicine; Respiratory system; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002527934,0.00036819,0.0004513115,0.0003724461,0.0004698994,0.000521385,0.0002941514,0.0009403361,0.004916218],"category_scores_gemma":[0.0008506359,0.00009177037,0.0003504478,0.0003301426,0.0003109106,0.0003833453,0.0005516354,0.001608696,0.0008675478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006205846,"about_ca_system_score_gemma":0.0008639473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226686,"about_ca_topic_score_gemma":0.002144404,"domain_scores_codex":[0.9997626,0.00005103375,0.00002486492,0.00002905531,0.00007337949,0.00005895241],"domain_scores_gemma":[0.9996019,0.0001054202,0.0001115024,0.00001080907,0.00004060809,0.0001297422],"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":[0.000516139,0.000464349,0.1830704,0.003243579,0.0001593848,0.06853664,0.0006110806,0.0009553289,0.004924894,0.005608746,0.06189635,0.6700131],"study_design_scores_gemma":[0.0002918679,0.001655131,0.3780463,0.005106881,0.0001643562,0.2579935,0.001547974,0.001830403,0.002719363,0.003905756,0.3466814,0.00005700678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2064419,0.6805384,0.004804112,0.02271044,0.002860664,0.0002652466,0.0006719593,0.000287396,0.08141978],"genre_scores_gemma":[0.798139,0.1784439,0.004135764,0.006210949,0.003692343,0.0002188973,0.0007775238,0.00004387648,0.008337787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004916218,"threshold_uncertainty_score":0.01644641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07683366950678497,"score_gpt":0.4075002850614347,"score_spread":0.3306666155546497,"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."}}