{"id":"W4410024836","doi":"10.55016/pbgrc.v1i1.81405","title":"Remote Ischemic Conditioning in Traumatic Brain Injury","year":2025,"lang":"en","type":"article","venue":"Peer Beyond Graduate Research Conference","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Traumatic brain injury; Conditioning; Neuroscience; Medicine; Psychology; Anesthesia; Psychiatry; Mathematics","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":[0.002554283,0.0001770381,0.000418805,0.0007160766,0.0001736391,0.00009036307,0.0001943944,0.0001653341,0.0002225198],"category_scores_gemma":[0.002199634,0.0001559218,0.0001233693,0.001149995,0.0003118461,0.0001129024,0.0001903877,0.001291512,0.000118376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194304,"about_ca_system_score_gemma":0.0008477821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004134357,"about_ca_topic_score_gemma":0.00004476529,"domain_scores_codex":[0.9970626,0.0002292708,0.0003873395,0.0004751788,0.001219616,0.000625973],"domain_scores_gemma":[0.9977943,0.0004771544,0.00003969272,0.0005019189,0.001005865,0.0001810793],"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":[0.0004569603,0.0002455129,0.005010218,0.0008897405,0.0001061219,0.0002535035,0.002257253,0.000002917767,0.6666223,0.006315094,0.2132565,0.1045839],"study_design_scores_gemma":[0.00948725,0.0007251112,0.05998182,0.007849801,0.0001613723,0.0002345161,0.006639928,0.01324999,0.7679159,0.0426212,0.0899842,0.00114888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401728,0.000200369,0.0002303639,0.035159,0.0001350196,0.0005689051,0.0000115567,0.00005471468,0.1234673],"genre_scores_gemma":[0.9689886,0.0001781061,0.0004329051,0.0004284841,0.00006748494,0.00003628887,0.00009439926,0.00001715592,0.02975656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288158,"threshold_uncertainty_score":0.6358305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110607084061737,"score_gpt":0.4253842738585419,"score_spread":0.3147771897968049,"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."}}