{"id":"W3105018375","doi":"10.1177/1535759720973681","title":"Getting Physical: A Specific Boost for Cognition in Epilepsy?","year":2020,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Cognition; Neuroscience; Cognitive psychology; Cognitive science; Medicine; Psychology; Computer science","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005538301,0.002150666,0.003389689,0.001343969,0.0004413197,0.0002845011,0.001045824,0.001186825,0.0006237563],"category_scores_gemma":[0.0008432503,0.002083414,0.001852376,0.001343477,0.0004963712,0.0004705556,0.0004476652,0.006962122,0.002567982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077578,"about_ca_system_score_gemma":0.0006784315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003943807,"about_ca_topic_score_gemma":0.000009194021,"domain_scores_codex":[0.9879171,0.0005810456,0.002167781,0.003440257,0.002644459,0.003249402],"domain_scores_gemma":[0.9944646,0.001166566,0.0009304977,0.001706398,0.000634568,0.001097342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001160391,0.002842387,0.02854747,0.003314508,0.0006835288,0.001737764,0.0004827772,0.000002732217,0.0002536576,0.00003943056,0.9114155,0.0495199],"study_design_scores_gemma":[0.01622929,0.002462815,0.006928036,0.005059764,0.001007615,0.0001097273,0.0001197124,0.001413325,0.0006358981,0.002393251,0.96145,0.002190595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07648991,0.01460428,0.001574592,0.8254857,0.01725363,0.03676871,0.01383555,0.002224766,0.01176289],"genre_scores_gemma":[0.3817059,0.009261225,0.003752582,0.3868098,0.07774158,0.01438148,0.119192,0.002755639,0.004399762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4386759,"threshold_uncertainty_score":0.9991234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121854639480184,"score_gpt":0.3420570497538681,"score_spread":0.2808385033590663,"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."}}