{"id":"W2026491875","doi":"10.1002/brb3.336","title":"A P300‐based cognitive assessment battery","year":2015,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"European Research Council","keywords":"Cognition; Battery (electricity); Medicine; Computer science; Psychology; Neuroscience; Power (physics)","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":[0.0004624969,0.0001131077,0.0002005402,0.0001153148,0.00004345495,0.00003675542,0.00004782073,0.00007217973,0.0003364702],"category_scores_gemma":[0.0002104258,0.00009240337,0.00004298865,0.0001251925,0.0001374484,0.00005346775,0.00003886594,0.000208049,0.0000663317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005647585,"about_ca_system_score_gemma":0.0003016785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000023803,"about_ca_topic_score_gemma":0.00000520112,"domain_scores_codex":[0.9988971,0.00007838217,0.0001608178,0.0002240982,0.0004042702,0.0002353591],"domain_scores_gemma":[0.9990739,0.0002294813,0.00003023768,0.0001681781,0.0001364446,0.0003618129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000641104,0.003113599,0.6741337,0.000302663,0.00009030426,0.001138739,0.001260574,2.250735e-7,0.01195366,0.0002733394,0.06682839,0.2402637],"study_design_scores_gemma":[0.005783778,0.0009977309,0.9881768,0.0001743548,0.0001941256,0.0001505806,0.001061234,0.0001965824,0.001275267,0.00003343027,0.001790173,0.0001660038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867188,0.00004715492,0.000517475,0.006977476,0.00008531145,0.0006794193,0.00002748203,0.00006689798,0.00487992],"genre_scores_gemma":[0.9929589,0.000001046702,0.002378828,0.002394088,0.00008393545,0.0001817574,0.00005025206,0.0000202915,0.0019309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.314043,"threshold_uncertainty_score":0.37681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.188451720388484,"score_gpt":0.4412142531350419,"score_spread":0.2527625327465579,"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."}}