{"id":"W3135557125","doi":"10.1038/s41598-021-84440-1","title":"Brain injury after 50 h of lung-protective mechanical ventilation in a preclinical model","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Royal Columbian Hospital; Lungpacer Medical (Canada); Simon Fraser University","funders":"Mitacs","keywords":"Mechanical ventilation; Medicine; Sedation; Ventilation (architecture); Hippocampal formation; Anesthesia; Neuroinflammation; Intensive care unit; Brain damage; Lung; Astrocyte; Inflammation; Internal medicine; Central nervous system","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":[0.0003963137,0.001559599,0.000916195,0.00101557,0.0004866299,0.0004695726,0.000681842,0.0008692394,0.002572275],"category_scores_gemma":[0.0002126875,0.0002428146,0.0009310401,0.0003861039,0.0008772037,0.0007411477,0.0006215391,0.002057183,0.000569053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342932,"about_ca_system_score_gemma":0.0008711262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391171,"about_ca_topic_score_gemma":0.003029684,"domain_scores_codex":[0.9997479,0.00002035204,0.00002720691,0.00006228324,0.00005719798,0.00008507273],"domain_scores_gemma":[0.9996834,0.00001923047,0.00009113459,0.00004751722,0.00005247468,0.000106268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009280914,0.008228407,0.002450694,0.0007376234,0.0002252284,0.001627884,0.0003994505,0.0005111798,0.9602409,0.0004962123,0.00100329,0.01479815],"study_design_scores_gemma":[0.000658754,0.1187143,0.0336177,0.0002776329,0.0005838878,0.001989459,0.0009339906,0.001874795,0.8334829,0.001145026,0.006631066,0.00009046066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885473,0.004300655,0.002858153,0.0003216244,0.0003488105,0.0004676501,0.0009566303,0.00016155,0.0020376],"genre_scores_gemma":[0.983356,0.005561015,0.00256371,0.0002800951,0.00009430893,0.001186977,0.001703154,0.00002370021,0.005230923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002572275,"threshold_uncertainty_score":0.008605123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671668691959485,"score_gpt":0.3371075234610325,"score_spread":0.3103908365414377,"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."}}