{"id":"W4300970971","doi":"10.1016/j.vhri.2022.08.008","title":"The Social Economic Return of a Positive End-Expiratory Pressure–Based Lung Recruitment Clinical Trial Program in Patients With Acute Respiratory Distress Syndrome","year":2022,"lang":"en","type":"article","venue":"Value in Health Regional Issues","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"CHEO Research Institute","keywords":"Positive end-expiratory pressure; Acute respiratory distress; Respiratory distress; Medicine; Intensive care medicine; Respiratory system; Lung; Internal medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006098941,0.0004462439,0.0007436841,0.0004972388,0.0009009934,0.001462661,0.0007532814,0.001548933,0.00477129],"category_scores_gemma":[0.03545808,0.0002184615,0.001365595,0.000498572,0.001224981,0.001260028,0.00201487,0.002189449,0.0002246538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002075329,"about_ca_system_score_gemma":0.005366484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863482,"about_ca_topic_score_gemma":0.004747243,"domain_scores_codex":[0.9912196,0.00696008,0.0003370138,0.0002215745,0.0003940898,0.0008676808],"domain_scores_gemma":[0.9896982,0.004322617,0.001421405,0.000335643,0.0003687005,0.003853383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2563087,0.04184248,0.2001014,0.001845672,0.003596047,0.0008947719,0.0007704468,0.009617695,0.0006856467,0.01143067,0.02594145,0.4469651],"study_design_scores_gemma":[0.1404603,0.1260325,0.6765493,0.002207464,0.002438082,0.0005952046,0.003752661,0.02023696,0.0005635174,0.01081844,0.01614444,0.0002011142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505306,0.004511634,0.0004243779,0.03073738,0.001547366,0.0009303813,0.0003813692,0.00002118999,0.01091555],"genre_scores_gemma":[0.9967236,0.0005862031,0.0002697891,0.001416832,0.0003302734,0.0002386245,0.0001433572,0.000002112727,0.0002891482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006098941,"threshold_uncertainty_score":0.0322547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155123536698228,"score_gpt":0.4286926191758241,"score_spread":0.3131802655060013,"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."}}