{"id":"W2995221331","doi":"10.1016/j.jval.2019.09.2520","title":"PRS30 PRAGMATIC META-ANALYSIS OF PROPORTIONAL ASSIST VENTILATION+ VERSUS PRESSURE SUPPORT VENTILATION AND ITS IMPACT ON COST EFFECTIVENESS","year":2019,"lang":"en","type":"article","venue":"Value in Health","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Meta-analysis; Mechanical ventilation; Intensive care unit; Emergency medicine; Pressure support ventilation; Intensive care medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02753055,0.004536185,0.0139272,0.002118885,0.0006463129,0.003068126,0.002194089,0.003024459,0.01834058],"category_scores_gemma":[0.06636599,0.002393818,0.06012943,0.002047204,0.001256625,0.002367293,0.002539244,0.005142928,0.001355657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202213,"about_ca_system_score_gemma":0.002333556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273156,"about_ca_topic_score_gemma":0.007065749,"domain_scores_codex":[0.9644789,0.02744574,0.004089936,0.002035551,0.00139157,0.0005584629],"domain_scores_gemma":[0.9739422,0.020103,0.002707484,0.001544117,0.001217743,0.0004855121],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.08824359,0.00007970558,0.0009218068,0.0690461,0.826492,0.0001212483,0.00006333381,0.001514334,0.000425555,0.000604036,0.002099972,0.01038828],"study_design_scores_gemma":[0.07211782,0.00242611,0.002015792,0.004426164,0.9115181,0.0001472631,0.00004634271,0.001342303,0.0002515721,0.00205254,0.003584294,0.00007171329],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1413359,0.7372203,0.04636285,0.007759954,0.01240781,0.01306875,0.02493956,0.002189866,0.01471508],"genre_scores_gemma":[0.9208409,0.04102246,0.0157912,0.006074852,0.001844295,0.005889622,0.004177909,0.0005210812,0.003837768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9724694,"threshold_uncertainty_score":0.1455972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115640711399498,"score_gpt":0.40559102009987,"score_spread":0.2940269489599202,"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."}}