{"id":"W3009028231","doi":"10.1016/j.clineuro.2020.105746","title":"Variability and bias between magnetoencephalography systems in localization of the primary visual cortex","year":2020,"lang":"en","type":"article","venue":"Clinical Neurology and Neurosurgery","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Dalhousie University; Hospital for Sick Children; Izaak Walton Killam Health Centre","funders":"IWK Health Centre; Hospital for Sick Children","keywords":"Magnetoencephalography; Medicine; Visual cortex; Latency (audio); Stimulus (psychology); Artificial intelligence; Visual field; Computer vision; Neuroscience; Computer science; Cognitive psychology; Electroencephalography; Psychology; Ophthalmology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009595323,0.0001405035,0.0004792475,0.00005892238,0.0001202739,0.00001476992,0.0001261691,0.0001521823,0.000002771911],"category_scores_gemma":[0.02616886,0.000108068,0.00009239077,0.0005092939,0.001302552,0.0000936907,0.0002890686,0.0004718903,0.000001212376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002062859,"about_ca_system_score_gemma":0.00003508351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007104225,"about_ca_topic_score_gemma":0.000001415368,"domain_scores_codex":[0.9959897,0.002252601,0.0006820234,0.0007209002,0.0001669881,0.0001878099],"domain_scores_gemma":[0.965014,0.03447225,0.0002195915,0.0001735344,0.0000274028,0.00009316952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001986357,0.00008320502,0.9967169,0.00006272271,0.000003809337,0.000015986,0.00002282199,0.0000484795,0.001685578,0.0001732543,0.0003019916,0.0006866491],"study_design_scores_gemma":[0.0003107321,0.0004982646,0.9950278,0.000007157114,0.00001488827,0.00001388718,0.000002654829,0.002058115,0.0001098704,0.0003093984,0.001565252,0.00008194713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904055,0.00007209609,0.00009022986,0.008249477,0.000784029,0.0002710328,0.00001735548,0.00003328758,0.00007699304],"genre_scores_gemma":[0.9735547,0.0002228497,0.000001346156,0.02609011,0.0001083993,0.00000888001,8.32874e-7,0.000009901827,0.000003008635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03221965,"threshold_uncertainty_score":0.9820341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08766154555185324,"score_gpt":0.3057705055480714,"score_spread":0.2181089599962182,"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."}}