{"id":"W4281966400","doi":"10.1186/s13244-022-01236-1","title":"Imaging in medically refractory epilepsy at 3 Tesla: a 13-year tertiary adult epilepsy center experience","year":2022,"lang":"en","type":"article","venue":"Insights into Imaging","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Epilepsy; Neuroradiology; Epilepsy surgery; Epileptogenesis; Magnetic resonance imaging; Radiology; Pediatrics; Neurology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004609013,0.0003444972,0.0002636862,0.0005454643,0.0006259988,0.0003814924,0.0003210859,0.0004292152,0.001802221],"category_scores_gemma":[0.001104831,0.000248832,0.0001781369,0.0007150593,0.0003517737,0.0005351069,0.0007017239,0.0003341119,0.0004430375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493331,"about_ca_system_score_gemma":0.0006619933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293098,"about_ca_topic_score_gemma":0.006785762,"domain_scores_codex":[0.9996639,0.00006458969,0.00005033456,0.00005012876,0.00004730587,0.0001237217],"domain_scores_gemma":[0.9992839,0.0001071817,0.0002252174,0.00004153828,0.00006771403,0.0002744695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002120745,0.0004734529,0.9062192,0.00009234838,0.00003257066,0.06189605,0.002721326,0.0001596323,0.003544178,0.0000758384,0.001436901,0.02313638],"study_design_scores_gemma":[0.00003920023,0.00107159,0.8098044,0.00007068798,0.000029992,0.1826435,0.002549492,0.0003676852,0.001228809,0.0001054074,0.002059217,0.00002991071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981815,0.0004796489,0.0001443939,0.0001652526,0.000006393013,0.00001530309,0.00004200134,0.0000120996,0.0009535346],"genre_scores_gemma":[0.998787,0.0004623711,0.0002382106,0.0001563629,0.00003353189,0.000006490481,0.00006999251,0.000005329238,0.0002405973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293098,"threshold_uncertainty_score":0.00602895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107772500975651,"score_gpt":0.2857148827454675,"score_spread":0.2749376326479024,"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."}}