{"id":"W2041783300","doi":"10.1136/bmj.e2124","title":"Lung protective mechanical ventilation and two year survival in patients with acute lung injury: prospective cohort study","year":2012,"lang":"en","type":"article","venue":"BMJ","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Mechanical ventilation; Hazard ratio; Prospective cohort study; Lung; Ventilation (architecture); Confidence interval; Cohort; Cohort study; 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":[0.001524466,0.0004335389,0.0005300458,0.0005029385,0.0004245781,0.0008230794,0.0004973286,0.0008331191,0.001318407],"category_scores_gemma":[0.003652273,0.0004315455,0.0009555238,0.0009311775,0.0002390287,0.0005727215,0.000543492,0.001184764,0.0001878732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450162,"about_ca_system_score_gemma":0.0004855032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293441,"about_ca_topic_score_gemma":0.00317803,"domain_scores_codex":[0.9990869,0.0002667282,0.0000869163,0.0002297326,0.0001643719,0.0001653571],"domain_scores_gemma":[0.9971755,0.0005352959,0.001267807,0.0003178256,0.0002013213,0.0005023127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005458313,0.00008193316,0.9983689,0.00001009907,0.0001982882,0.00005680954,0.00002466512,0.000045876,0.0001092933,0.00001102243,0.00005829267,0.0004889417],"study_design_scores_gemma":[0.00008954752,0.0005424157,0.9983749,0.00001147204,0.0001272605,0.000236434,0.00006687377,0.0003526907,0.00004212341,0.00002062128,0.0001277837,0.000007729286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991393,0.0002392633,0.0001021272,0.00004761095,0.000009011756,0.00001482996,0.0003501987,0.000002172409,0.00009545178],"genre_scores_gemma":[0.9991071,0.0001281366,0.000117837,0.00003289976,0.00001572167,0.00002157302,0.0004719946,0.000001613953,0.0001031718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293441,"threshold_uncertainty_score":0.008062243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109200498762842,"score_gpt":0.3071409911239182,"score_spread":0.2960489861362898,"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."}}