{"id":"W4414514070","doi":"10.1007/s00134-025-08113-7","title":"Acute respiratory distress syndrome in patients with cancer: the YELENNA prospective multinational observational cohort study","year":2025,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"European Society of Intensive Care Medicine; Medizinische Universität Wien","keywords":"Observational study; Generalizability theory; Cohort study; Acute respiratory distress; Anesthesiology; Pain medicine; Respiratory distress; Prospective cohort study; ARDS","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":[],"consensus_categories":[],"category_scores_codex":[0.001205298,0.0005718504,0.0006706617,0.0007834746,0.0006738834,0.001026541,0.0006425248,0.0005863743,0.001362324],"category_scores_gemma":[0.00153654,0.0004512457,0.0007114907,0.001528491,0.0002951563,0.0007523775,0.0009809788,0.0005925823,0.0003002343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007501459,"about_ca_system_score_gemma":0.0007655881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172822,"about_ca_topic_score_gemma":0.01478674,"domain_scores_codex":[0.9991953,0.0002600254,0.00008438399,0.0002159733,0.0001010614,0.000143336],"domain_scores_gemma":[0.9990379,0.000126063,0.0003999754,0.0001501966,0.00009820578,0.0001877012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216218,0.00004900119,0.9985668,0.00001439689,0.0001349231,0.0001105129,0.00004884908,0.00003762329,0.00009745087,0.00001726098,0.0002182982,0.0004833275],"study_design_scores_gemma":[0.00008663573,0.00009307376,0.9983341,0.00002459963,0.00008970575,0.0002916595,0.0002354994,0.0002590084,0.00003292627,0.00001806282,0.0005268393,0.000007889638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962607,0.0007181357,0.000151974,0.0001140962,0.00001776459,0.00004257137,0.002390488,0.000004235947,0.0002998784],"genre_scores_gemma":[0.9966067,0.0003621142,0.0001707819,0.00009305665,0.00002095318,0.00008588041,0.002399418,0.000003772757,0.0002573435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172822,"threshold_uncertainty_score":0.0233199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441385625130748,"score_gpt":0.2704909646795591,"score_spread":0.2560771084282517,"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."}}