{"id":"W2991269657","doi":"10.1097/ccm.0000000000004138","title":"Brain Hypoxia Secondary to Diffusion Limitation in Hypoxic Ischemic Brain Injury Postcardiac Arrest","year":2019,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia, Okanagan Campus; Vancouver Coastal Health; Vancouver General Hospital; Okanagan University College; University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Medicine; Oxygen tension; Anesthesia; Hypoxia (environmental); Cerebral perfusion pressure; Perfusion; Intracranial pressure; Brain ischemia; Ischemia; Cardiology; Cerebral blood flow; Oxygen; Chemistry","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":[0.0005215373,0.0002889012,0.0006898881,0.0004462829,0.00006480402,0.0000185226,0.0001127519,0.0002417112,0.0003359393],"category_scores_gemma":[0.004673968,0.0002404089,0.0001670573,0.0006262396,0.0002103353,0.000144857,0.00008984427,0.0005730518,0.0005151285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388507,"about_ca_system_score_gemma":0.0001773916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006171818,"about_ca_topic_score_gemma":0.00002729145,"domain_scores_codex":[0.9975467,0.0001550457,0.0005311043,0.0005878697,0.0006784215,0.0005008338],"domain_scores_gemma":[0.9973614,0.001298758,0.00004150985,0.0004786761,0.0003249538,0.0004947374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001224685,0.0001943233,0.09389225,0.002039963,0.00004942827,0.0002553092,0.008796277,0.000009604808,0.7020364,0.001432907,0.1464925,0.04357629],"study_design_scores_gemma":[0.007162179,0.002136506,0.8394582,0.002840407,0.0002367813,0.00003190368,0.02068852,0.0001348946,0.004043435,0.0005349529,0.1219806,0.0007516919],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090186,0.001179597,0.0001270917,0.06832847,0.003464005,0.0009504482,0.00002813095,0.00009357893,0.01681011],"genre_scores_gemma":[0.9853565,0.00002161023,0.0002700961,0.01205973,0.001347326,0.00004932338,0.0003968887,0.00005310201,0.0004454226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7455659,"threshold_uncertainty_score":0.9803593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089852899567169,"score_gpt":0.3043227507463326,"score_spread":0.293424221750661,"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."}}