{"id":"W7070738823","doi":"","title":"Radio frequency microstrip line model of circulatory system vessels for cardiovascular application.","year":2019,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ven; Coronary heart disease; Bellows; Fontan procedure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004226414,0.0007357165,0.0008041765,0.000425796,0.0006591882,0.0004244456,0.0009711718,0.002435871,0.000002696076],"category_scores_gemma":[0.005276215,0.0008366469,0.001542159,0.0005590883,0.001149695,0.0001852346,0.0001488621,0.001096938,0.00003337535],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611298,"about_ca_system_score_gemma":0.01243095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000588759,"about_ca_topic_score_gemma":0.000009277251,"domain_scores_codex":[0.9946992,0.000598266,0.001386858,0.001220376,0.001506433,0.0005888859],"domain_scores_gemma":[0.994147,0.0006991506,0.0009947403,0.0009171525,0.002949878,0.0002921048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001761273,0.0002949984,0.0008175175,0.004431186,0.001199914,0.000004366026,0.0004190155,0.5295981,0.3139925,0.1474375,0.0004376928,0.001191025],"study_design_scores_gemma":[0.003451253,0.0002756182,0.001034259,0.002946182,0.001009429,0.0006957328,0.0005801357,0.6606717,0.2435688,0.00464979,0.0786942,0.002422954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08775464,0.01077204,0.7784133,0.0001105212,0.003289827,0.003800677,0.002985471,0.000126805,0.1127467],"genre_scores_gemma":[0.9112253,0.0001831144,0.06150674,0.00005541128,0.000601273,0.0004929738,0.007833113,0.00009636108,0.0180057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8234707,"threshold_uncertainty_score":0.9994084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04026006081215151,"score_gpt":0.2997784440104632,"score_spread":0.2595183831983117,"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."}}