{"id":"W2805300321","doi":"10.1186/s12967-018-1527-2","title":"Multimodal characterization of the semantic N400 response within a rapid evaluation brain vital sign framework","year":2018,"lang":"en","type":"article","venue":"Journal of Translational Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Simon Fraser University; Surrey Memorial Hospital","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs; Simon Fraser University","keywords":"N400; Sign (mathematics); Computer science; Natural language processing; Medicine; Neuroscience; Electroencephalography; Psychology; Event-related potential","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00081608,0.0004561332,0.000242147,0.0009146729,0.0001080191,0.0003747099,0.0002422684,0.0003422373,0.002185316],"category_scores_gemma":[0.002505193,0.00006349004,0.0001944201,0.0003993039,0.0003235636,0.0003916968,0.0004541083,0.0002599898,0.0002762722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217373,"about_ca_system_score_gemma":0.0001610748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004511547,"about_ca_topic_score_gemma":0.0009244591,"domain_scores_codex":[0.999744,0.000074571,0.0000145222,0.00006535529,0.00008292942,0.00001857251],"domain_scores_gemma":[0.9993716,0.0002433254,0.0001343084,0.00006672103,0.0001445,0.00003959232],"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":[0.001527912,0.0002646136,0.06241251,0.0006018102,0.0001936998,0.001120285,0.0009880676,0.005660932,0.598318,0.00252726,0.00142984,0.324955],"study_design_scores_gemma":[0.00009914391,0.001707693,0.8130817,0.00009260294,0.0002122055,0.005088067,0.0005610434,0.08137263,0.08251525,0.01020985,0.004952024,0.000107838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899228,0.0004715788,0.09352022,0.0001504273,0.00003063749,0.0003286232,0.0008936806,0.0002114162,0.005165481],"genre_scores_gemma":[0.9748878,0.000156819,0.0237886,0.0000420687,0.00003863424,0.0001554082,0.0003231599,0.00002734556,0.0005802931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002185316,"threshold_uncertainty_score":0.007310629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487118051376357,"score_gpt":0.3186712055333643,"score_spread":0.2699594003957286,"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."}}