{"id":"W6968755846","doi":"10.5281/zenodo.4635479","title":"Proceedings of the 21st International Conference on Biomedical Applications of Electrical Impedance Tomography","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Electrical impedance tomography; Presentation (obstetrics); Computed tomography; Tomography","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":[0.002960376,0.001225232,0.001338708,0.002455238,0.0008005629,0.005020538,0.001207852,0.001962541,0.08491043],"category_scores_gemma":[0.003790442,0.0004960409,0.0008771886,0.001499076,0.00119049,0.002289524,0.002174974,0.002566079,0.05131059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008899851,"about_ca_system_score_gemma":0.001854061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589507,"about_ca_topic_score_gemma":0.002115344,"domain_scores_codex":[0.9979832,0.0003450656,0.0001349563,0.0002738128,0.001125379,0.0001376525],"domain_scores_gemma":[0.9961384,0.0006479464,0.0001689459,0.0003838135,0.002169843,0.000491016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004912161,0.000174684,0.001490238,0.001056361,0.0001668947,0.0005720413,0.0003038759,0.001215706,0.03080494,0.01236464,0.4381938,0.5131655],"study_design_scores_gemma":[0.00002129641,0.0001316029,0.002239779,0.0002788697,0.00005374619,0.0009306129,0.000116922,0.001807606,0.006345706,0.004204425,0.9838237,0.00004567248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01662579,0.204107,0.2057538,0.01813691,0.09916808,0.0007641355,0.002742805,0.004401624,0.4483],"genre_scores_gemma":[0.06307122,0.1015642,0.06765456,0.003341335,0.01795596,0.0004869114,0.005125193,0.002063178,0.7387374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08491043,"threshold_uncertainty_score":0.2840537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584426489904807,"score_gpt":0.2218438554345609,"score_spread":0.2059995905355129,"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."}}