{"id":"W2028018496","doi":"10.1016/j.jneumeth.2014.07.010","title":"Cost-efficient method and device for the study of stationary tissular gas bubble formation in the mechanisms of decompression sickness","year":2014,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Decompression sickness; Decompression; Gas bubble; Brain tissue; Chemistry; Liquid bubble; Lactate dehydrogenase; Biomedical engineering; Mechanics; Bubble; Medicine; Surgery; Physics; Biochemistry","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":[0.006828858,0.00006557709,0.0002571254,0.0001524759,0.0001151431,0.00001583672,0.000215087,0.00002342345,9.445895e-7],"category_scores_gemma":[0.001279503,0.00003483295,0.0001006814,0.0004273348,0.00005066746,0.00009522872,0.00004135707,0.0001413735,4.414163e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001364319,"about_ca_system_score_gemma":0.00003578287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039829,"about_ca_topic_score_gemma":0.000001284706,"domain_scores_codex":[0.9979948,0.0009204555,0.0004601985,0.0001050828,0.0004267846,0.00009264625],"domain_scores_gemma":[0.9971846,0.001843264,0.000393301,0.0002488058,0.000291747,0.00003823511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002437752,0.0009128363,0.0002438479,0.0001123717,0.00003063733,0.000004709089,0.005913003,0.08595116,0.7296581,0.00184106,0.0000323705,0.1750561],"study_design_scores_gemma":[0.004887277,0.002797309,0.1316422,0.0002218815,0.0008180865,0.001350289,0.007670283,0.7415289,0.09937312,0.007807594,0.001766526,0.0001365221],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2085283,0.0001434007,0.7901996,0.0003605382,0.0001100897,0.0006321135,9.446233e-7,0.000001789558,0.00002322748],"genre_scores_gemma":[0.8925469,0.00002298908,0.1072375,0.0001470249,0.00001526386,0.00002220893,2.932582e-7,0.000004480787,0.000003342503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6840186,"threshold_uncertainty_score":0.2366759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030935830353989,"score_gpt":0.445034564909916,"score_spread":0.3419409818745171,"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."}}