{"id":"W2515214230","doi":"10.1186/s40560-016-0178-8","title":"One-year resource utilisation, costs and quality of life in patients with acute respiratory distress syndrome (ARDS): secondary analysis of a randomised controlled trial","year":2016,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research","keywords":"ARDS; Medicine; Acute respiratory distress; Intensive care medicine; Randomized controlled trial; Quality of life (healthcare); Respiratory distress; Emergency medicine; Surgery; Internal medicine; Lung; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007377951,0.0001522924,0.001946764,0.0005995907,0.00001994731,0.000006267443,0.00008979137,0.000110858,0.00008517787],"category_scores_gemma":[0.003807185,0.00008877806,0.0003915702,0.0002952244,0.0001465944,0.0001166827,0.00002572404,0.0001842364,2.658988e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173868,"about_ca_system_score_gemma":0.000390108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000121074,"about_ca_topic_score_gemma":0.0000275101,"domain_scores_codex":[0.997337,0.0003083346,0.001442939,0.0001686298,0.0006018376,0.0001412952],"domain_scores_gemma":[0.9901271,0.0003649054,0.001623467,0.000243272,0.007436827,0.0002044442],"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":[0.7658418,0.000140654,0.2235586,0.00008774397,0.004010761,0.00005441027,0.0009638518,0.000001213752,0.004212552,0.00001285548,0.0001673554,0.0009482521],"study_design_scores_gemma":[0.638886,0.003676804,0.3476141,0.0004658649,0.002256188,0.00000304816,0.005561186,9.309245e-7,0.001373614,0.000003406042,0.00006303684,0.00009583698],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998116,0.0003026678,0.00006765735,0.0001349011,0.00009304899,0.001025759,0.0001574437,0.000003031914,0.00009948017],"genre_scores_gemma":[0.9991613,0.00001384453,0.00004328234,0.0006787574,0.0000370508,0.00001051548,0.0000169866,0.00001338399,0.00002488286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269558,"threshold_uncertainty_score":0.4557831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100947321255848,"score_gpt":0.2805448631533685,"score_spread":0.25953538994081,"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."}}