{"id":"W2123949398","doi":"10.1016/j.jbiomech.2014.02.038","title":"Measurement of in vivo cerebral volumetric strain induced by the Valsalva maneuver","year":2014,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Strain (injury); Biomedical engineering; Valsalva maneuver; Materials science; Compression (physics); In vivo; Plethysmograph; Compressibility; Intracranial pressure; Glottis; Deformation (meteorology); Anatomy; Medicine; Blood pressure; Mechanics; Anesthesia; Radiology; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982304,0.0004753026,0.0003580116,0.0003992944,0.0001808435,0.0004299722,0.0003070792,0.0004511799,0.0009711934],"category_scores_gemma":[0.001587512,0.0001947541,0.0002136544,0.0003624567,0.0007281201,0.0002519889,0.000323517,0.0007983194,0.0001562025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605146,"about_ca_system_score_gemma":0.0002761205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009919538,"about_ca_topic_score_gemma":0.0007048478,"domain_scores_codex":[0.9997497,0.00007699612,0.00001341717,0.00002929863,0.00006839998,0.00006210073],"domain_scores_gemma":[0.9994784,0.0002471464,0.00008627684,0.00004718311,0.00005769253,0.00008339127],"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":[0.005149739,0.000302756,0.006585363,0.0001537665,0.00009714184,0.0007962714,0.0004489596,0.0007803307,0.9693974,0.0004186349,0.0002577532,0.01561187],"study_design_scores_gemma":[0.0003931581,0.009241226,0.3145574,0.00007091446,0.0003289964,0.003440104,0.0006207539,0.009100727,0.6593976,0.0004163984,0.002360073,0.00007275036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936215,0.0003461517,0.004205248,0.00005971455,0.00004017979,0.00004160669,0.0002842938,0.00005351879,0.001347724],"genre_scores_gemma":[0.998018,0.0003426722,0.000980238,0.0000366386,0.00004369508,0.00003818122,0.0001417832,0.00002088975,0.0003778044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009919538,"threshold_uncertainty_score":0.00324899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211135897638636,"score_gpt":0.2951761953609291,"score_spread":0.2630648363845428,"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."}}