{"id":"W4393161993","doi":"10.1164/rccm.202401-0069vp","title":"Ventilator-associated Brain Injury: A New Priority for Research in Mechanical Ventilation","year":2024,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Lungpacer Medical (Canada); University Health Network","funders":"Canadian Institutes of Health Research; National Sanitarium Association","keywords":"Medicine; Mechanical ventilation; Ventilation (architecture); Intensive care; Intensive care medicine; Traumatic brain injury; Mechanical ventilator; Emergency medicine; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01364285,0.000936566,0.002671171,0.002021388,0.001406883,0.005202123,0.002029096,0.006637569,0.005862592],"category_scores_gemma":[0.01791667,0.0003703603,0.001444935,0.002294053,0.003676721,0.009142166,0.002306059,0.008894322,0.001362708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364372,"about_ca_system_score_gemma":0.016376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006178468,"about_ca_topic_score_gemma":0.01703236,"domain_scores_codex":[0.9973735,0.001133853,0.0004444908,0.0002200536,0.0005597407,0.0002684385],"domain_scores_gemma":[0.9695599,0.01693247,0.00150419,0.0008000397,0.008008624,0.003194856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006352575,0.0003284458,0.004737712,0.005957143,0.0001959677,0.0002978558,0.0003072807,0.0003200049,0.0006687648,0.01928583,0.4855479,0.4817178],"study_design_scores_gemma":[0.0007093352,0.001681261,0.0230235,0.03344173,0.0008343494,0.001905622,0.004039713,0.001512344,0.0008330374,0.1100409,0.8217059,0.0002721927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0008641555,0.5886817,0.0006040633,0.3853705,0.02280174,0.00002614991,0.0001265022,0.00006117328,0.001464038],"genre_scores_gemma":[0.01259999,0.812872,0.004022442,0.07533008,0.09289426,0.00008572538,0.0002828413,0.00003747719,0.001875156],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01364285,"threshold_uncertainty_score":0.07215112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0650185261885986,"score_gpt":0.434856494425905,"score_spread":0.3698379682373064,"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."}}