{"id":"W2527014470","doi":"10.1111/epi.13515","title":"Diagnostic utility of invasive<scp>EEG</scp>for epilepsy surgery: Indications, modalities, and techniques","year":2016,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":284,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Modalities; Epilepsy surgery; Medicine; Epilepsy; Intensive care medicine; Psychiatry","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":[0.01747931,0.001098754,0.001713065,0.00495775,0.0006229639,0.002774734,0.002075706,0.002918403,0.001891504],"category_scores_gemma":[0.05403223,0.0002762983,0.001947764,0.002428148,0.001812104,0.00232414,0.001046209,0.002843169,0.00170785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156305,"about_ca_system_score_gemma":0.003408421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014901,"about_ca_topic_score_gemma":0.009277848,"domain_scores_codex":[0.9869028,0.003865643,0.003933785,0.0008888385,0.004153524,0.0002553287],"domain_scores_gemma":[0.9489497,0.02482567,0.005961395,0.00141966,0.01778949,0.001054171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005967307,0.00009774085,0.02705955,0.00952446,0.0006943113,0.001074185,0.0003713185,0.001310276,0.00411806,0.003780325,0.06018212,0.8911909],"study_design_scores_gemma":[0.001217769,0.002562485,0.1787108,0.1252336,0.007705403,0.02826424,0.007960848,0.01453037,0.02171474,0.0524923,0.5585096,0.001097803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03333428,0.7279781,0.05137728,0.136223,0.006222248,0.0004719063,0.001938001,0.0003803884,0.0420748],"genre_scores_gemma":[0.3286766,0.4096357,0.2056983,0.03784462,0.009449033,0.0006257558,0.002951778,0.0002561929,0.004862171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01747931,"threshold_uncertainty_score":0.09244055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119383322882218,"score_gpt":0.296758158989072,"score_spread":0.2655643257602498,"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."}}