{"id":"W2415569082","doi":"","title":"The definition and prediction of intractable epilepsy in children.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Epilepsy; Intractable epilepsy; Central nervous system disease; Neuroscience; Clinical neurology; Surgery; Psychiatry; Psychology","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":[0.002412556,0.0004649263,0.0005788107,0.003205494,0.0003589407,0.0009092911,0.001025145,0.0005395218,0.001579702],"category_scores_gemma":[0.01894578,0.0001527391,0.0004388753,0.002144076,0.001115503,0.001508963,0.001194209,0.001023522,0.0003627164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007028583,"about_ca_system_score_gemma":0.002437755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004554302,"about_ca_topic_score_gemma":0.005458115,"domain_scores_codex":[0.9980883,0.0008911749,0.0003724875,0.0001201981,0.0004160188,0.0001116693],"domain_scores_gemma":[0.9917812,0.004300806,0.002420852,0.0002775892,0.0008458929,0.0003736633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005224518,0.0000810031,0.865784,0.0006254223,0.0001303128,0.0009511781,0.0003466973,0.0006103145,0.0004935127,0.005551756,0.01320268,0.1117008],"study_design_scores_gemma":[0.0001230781,0.0004165846,0.9342754,0.002016524,0.0004169097,0.01955968,0.001950733,0.003712213,0.001398248,0.01143786,0.02461907,0.00007367405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534816,0.1538074,0.0193362,0.01698365,0.001280185,0.0003508047,0.01426863,0.0001976164,0.04029392],"genre_scores_gemma":[0.9580999,0.02048535,0.01406874,0.0004895691,0.0005468782,0.0002064799,0.005205979,0.00003443765,0.0008628187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004554302,"threshold_uncertainty_score":0.01275897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605280527945356,"score_gpt":0.2172821628842576,"score_spread":0.201229357604804,"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."}}