{"id":"W2150725115","doi":"10.1016/j.eplepsyres.2009.04.001","title":"Single-subject voxel-based relaxometry for clinical assessment of temporal lobe epilepsy","year":2009,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Hotchkiss Brain Institute; Alberta Health Services; University of Calgary","funders":"","keywords":"Temporal lobe; Epilepsy; Magnetic resonance imaging; Voxel; Relaxometry; Medicine; Parahippocampal gyrus; Nuclear medicine; Psychology; Radiology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009240519,0.0003988332,0.00126201,0.001132454,0.0003292611,0.00007939881,0.0005491135,0.0004397739,0.0005242226],"category_scores_gemma":[0.003491794,0.0003256832,0.0008164338,0.00168888,0.0007529663,0.0001513578,0.0001265291,0.001598069,0.0001091827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593947,"about_ca_system_score_gemma":0.002038223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006910536,"about_ca_topic_score_gemma":0.00002016412,"domain_scores_codex":[0.9921529,0.001081045,0.001452127,0.001096414,0.00256689,0.001650616],"domain_scores_gemma":[0.9920873,0.003445064,0.0002472986,0.00151311,0.00162507,0.001082174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003377687,0.007701662,0.898161,0.0003468954,0.0002909013,0.000274219,0.00004005509,0.000007015983,0.004025392,0.001303622,0.02811355,0.05635802],"study_design_scores_gemma":[0.01404173,0.04026626,0.9082702,0.0005904089,0.0001401099,0.00003652319,0.0002006458,0.002502311,0.01012499,0.002034001,0.02136296,0.0004297895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950506,0.00142742,0.004067993,0.009965348,0.0003931552,0.005382379,0.000163683,0.000198389,0.02789566],"genre_scores_gemma":[0.9711333,0.0002736368,0.02470683,0.000382157,0.000656687,0.0002588301,0.0003028697,0.00007264785,0.002213049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05592823,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1973670515436793,"score_gpt":0.5053305387584268,"score_spread":0.3079634872147475,"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."}}