{"id":"W2100114056","doi":"10.1186/cc3733","title":"Clinical review: Mechanical ventilation in severe asthma.","year":2005,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Intensive care medicine; Asthma; Complication; Ventilation (architecture); Respiratory failure; Anesthesia; Surgery; Internal medicine","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":[0.0005727622,0.001695,0.002174192,0.003673729,0.0003955328,0.001215038,0.001396573,0.001607483,0.009771355],"category_scores_gemma":[0.001643393,0.0003382521,0.000557381,0.004450072,0.0005783783,0.002015098,0.0006855048,0.001825056,0.01001902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576278,"about_ca_system_score_gemma":0.001184616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396936,"about_ca_topic_score_gemma":0.003344056,"domain_scores_codex":[0.9996058,0.00007590194,0.0000750752,0.00005058706,0.0001656087,0.00002702032],"domain_scores_gemma":[0.9992628,0.0002838315,0.00012966,0.00002222922,0.000209369,0.00009220117],"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":[0.000084309,0.00009209158,0.0002677495,0.02894506,0.0001210536,0.0008084757,0.00008750561,0.0002336661,0.001088831,0.000847816,0.2169389,0.7504845],"study_design_scores_gemma":[0.00004104206,0.0000895812,0.001620082,0.009551893,0.0001186371,0.00641675,0.00008012748,0.00006692157,0.0001624795,0.0008406456,0.9809921,0.00001962579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006874637,0.9967887,0.00008196059,0.0003238611,0.001084623,0.00001450589,0.00002248648,0.000008770673,0.001606391],"genre_scores_gemma":[0.0006352837,0.9952492,0.0002621449,0.0007313776,0.001089037,0.00001728316,0.00006986241,0.000003206877,0.001942537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009771355,"threshold_uncertainty_score":0.03268844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374093813518051,"score_gpt":0.4921155681025,"score_spread":0.3547061867506949,"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."}}