{"id":"W4387052377","doi":"10.3390/bioengineering10101124","title":"Temporal Statistical Relationship between Regional Cerebral Oxygen Saturation (rSO2) and Brain Tissue Oxygen Tension (PbtO2) in Moderate-to-Severe Traumatic Brain Injury: A Canadian High Resolution-TBI (CAHR-TBI) Cohort Study","year":2023,"lang":"en","type":"article","venue":"Bioengineering","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Calgary; Hotchkiss Brain Institute; University of British Columbia; University of Manitoba","funders":"Canadian Institutes of Health Research; Svenska Kulturfonden; Research Manitoba; Health Sciences Centre Foundation; Natural Sciences and Engineering Research Council of Canada; Familjen Erling-Perssons Stiftelse; Karolinska Institutet; Finska Läkaresällskapet","keywords":"Traumatic brain injury; Medicine; Oxygen tension; Cohort; Cardiology; Internal medicine; Oxygen; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008691335,0.0002860162,0.000338392,0.0005640779,0.0007485649,0.0004805296,0.0006486708,0.0003472736,0.0008246279],"category_scores_gemma":[0.001853084,0.0002219152,0.0003749727,0.001021728,0.0003923022,0.0002178878,0.0003881542,0.0006180068,0.0001228615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985108,"about_ca_system_score_gemma":0.00297225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3462892,"about_ca_topic_score_gemma":0.3549099,"domain_scores_codex":[0.999522,0.00004771697,0.00003414591,0.0001565794,0.0001346017,0.0001048462],"domain_scores_gemma":[0.9988954,0.0001222127,0.0002993468,0.0001475495,0.0003351771,0.0002002656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001986996,0.00003168642,0.9978172,0.000005353736,0.0000626603,0.00009327076,0.0001539934,0.00004518993,0.0003564554,0.00002570723,0.0001014524,0.001108283],"study_design_scores_gemma":[0.000004225398,0.00004593128,0.9993232,0.0000011559,0.00002319781,0.00009401802,0.0001179098,0.0002110342,0.00004763247,0.000009996084,0.0001178278,0.000003871095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992601,0.00007338557,0.00009676888,0.00001701442,0.00000266852,0.00001161453,0.0003834067,0.000002119116,0.00015295],"genre_scores_gemma":[0.9991078,0.00006748686,0.0001345624,0.00001236236,0.000005022341,0.00001248335,0.0005033701,0.000002264141,0.000154688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6537107,"threshold_uncertainty_score":0.6885473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03712424583784778,"score_gpt":0.3243939328988353,"score_spread":0.2872696870609875,"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."}}