{"id":"W2010441927","doi":"10.1016/j.gheart.2014.08.003","title":"Acute Respiratory Distress Syndrome in the Global Context","year":2014,"lang":"en","type":"review","venue":"Global Heart","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Checklist; Context (archaeology); Global health; Observational study; Systematic review; Family medicine; Public health; Medical education; MEDLINE; Pathology; Political science; Psychology","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":[0.000450292,0.0003350923,0.001533635,0.00003888625,0.00006547124,0.00004447002,0.0002106038,0.000350653,0.00001618522],"category_scores_gemma":[0.00007829791,0.0002006712,0.0007393068,0.0005698845,0.0001258228,0.00003810659,0.00006225722,0.0003432428,0.0006043666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805902,"about_ca_system_score_gemma":0.0002945581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007984997,"about_ca_topic_score_gemma":0.00009748204,"domain_scores_codex":[0.9978875,0.0003736055,0.0005222771,0.0003843313,0.000471477,0.0003608434],"domain_scores_gemma":[0.9989966,0.00009520902,0.0001303341,0.0005882089,0.00004888676,0.0001407929],"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":[0.00005843903,0.0001117116,0.003785537,0.008415709,0.0003055567,0.000978903,0.00002359388,1.947326e-7,2.49264e-8,0.002412987,0.04753325,0.9363741],"study_design_scores_gemma":[0.0004498985,0.00007956183,0.009278387,0.006657608,0.0008433243,0.0007659115,0.00002306094,4.020311e-7,8.920418e-9,0.00008119291,0.9816328,0.0001878447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005100672,0.9877142,0.000006494468,0.0003383349,0.001651376,0.001212251,0.0006034013,0.00004466575,0.007919228],"genre_scores_gemma":[0.00553777,0.9914081,0.00002297865,0.001711047,0.0007016513,0.000135489,0.0003868034,0.00002363687,0.00007253728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9361863,"threshold_uncertainty_score":0.8183132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080632144870818,"score_gpt":0.3739358656677066,"score_spread":0.3431295442189984,"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."}}