{"id":"W136604837","doi":"10.1016/b978-0-12-385157-4.00282-7","title":"Epilepsy, Diagnosis of","year":2014,"lang":"en","type":"book-chapter","venue":"Encyclopedia of the Neurological Sciences","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Epilepsy; Medicine; Computer science; 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":[0.0002518799,0.0005133907,0.000284992,0.0007512275,0.0003349945,0.001088265,0.0004483844,0.001032423,0.01955287],"category_scores_gemma":[0.0009230294,0.0001220714,0.0002099493,0.0005228868,0.0007417052,0.001259526,0.0007696963,0.001212633,0.008261305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006016272,"about_ca_system_score_gemma":0.001715643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004731411,"about_ca_topic_score_gemma":0.0143425,"domain_scores_codex":[0.9998094,0.00002695322,0.0000200538,0.00002994012,0.00008489139,0.00002881769],"domain_scores_gemma":[0.9999133,0.00002990502,0.00001092103,0.000009558938,0.00002401465,0.0000122586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009462055,0.00006679397,0.001368455,0.0009892662,0.0000207463,0.00730083,0.0007973888,0.0002966831,0.00209069,0.1146761,0.3906522,0.4816462],"study_design_scores_gemma":[0.00001981002,0.00004357064,0.001867103,0.0005775814,0.00001129195,0.01853143,0.0002627019,0.00008322072,0.0002759703,0.02205487,0.9562584,0.00001397477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004133867,0.1477023,0.003323715,0.01695085,0.007279412,0.0001246412,0.0007326693,0.0001766492,0.8195759],"genre_scores_gemma":[0.08774536,0.2029281,0.006385332,0.02602186,0.006527747,0.0001477007,0.001454108,0.0001249392,0.6686649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01955287,"threshold_uncertainty_score":0.06541079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201512009371304,"score_gpt":0.2861120504120323,"score_spread":0.2540969303183193,"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."}}