{"id":"W4402449842","doi":"10.22541/au.172607944.48168651/v1","title":"Usefulness of the new SOBIstat-F® device in children with severe acute asthma attacks in the Emergency Department: A randomized clinical trial.","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Emergency department; Asthma; Randomized controlled trial; Medicine; Medical emergency; Emergency medicine; Pediatrics; Internal medicine; Psychiatry","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":[0.003364733,0.001475782,0.003671696,0.0004242357,0.0004092712,0.001136835,0.00101434,0.002506296,0.005232869],"category_scores_gemma":[0.002947951,0.0008171577,0.002485144,0.000454531,0.001553111,0.0009903489,0.0005588341,0.003022824,0.0006426148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007034313,"about_ca_system_score_gemma":0.001261557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006290393,"about_ca_topic_score_gemma":0.001200694,"domain_scores_codex":[0.9982916,0.001048499,0.0001312159,0.0002330612,0.0001256794,0.000169956],"domain_scores_gemma":[0.9974057,0.0009818677,0.0007202534,0.000179973,0.0001128197,0.0005993466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9903849,0.003905324,0.0006221739,0.0003772781,0.0004257636,0.00002333169,0.00002084774,0.00008085767,0.0005900098,0.00004328701,0.0001196181,0.003406629],"study_design_scores_gemma":[0.9410366,0.05697285,0.001155328,0.00002573715,0.0003115338,0.00001781221,0.00001510733,0.0001444509,0.0001207461,0.00003267529,0.0001604729,0.000006779068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911305,0.003105297,0.0003702483,0.0004696239,0.0005374576,0.003269452,0.0004003946,0.00003315267,0.0006839236],"genre_scores_gemma":[0.9841784,0.002772413,0.001931628,0.0008609336,0.001046098,0.007130339,0.0006526269,0.00001178203,0.001415894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005232869,"threshold_uncertainty_score":0.01779461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039656234555187,"score_gpt":0.3609560846821713,"score_spread":0.3205595223366194,"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."}}