{"id":"W2729852799","doi":"10.1111/epi.13778","title":"Neuroinflammation imaging markers for epileptogenesis","year":2017,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Epileptogenesis; Epilepsy; Status epilepticus; Neuroinflammation; Biomarker; Medicine; Disease; Neuroscience; Psychology; Intensive care medicine; Psychiatry; Internal medicine","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":[0.001686852,0.0007881325,0.0005490591,0.001943968,0.000260936,0.0008825374,0.0003986772,0.0008577953,0.004150302],"category_scores_gemma":[0.002148978,0.0002726611,0.0004479574,0.000897056,0.0005829519,0.00121755,0.0004631286,0.0008531445,0.000688825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418731,"about_ca_system_score_gemma":0.0003030413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492058,"about_ca_topic_score_gemma":0.0007394711,"domain_scores_codex":[0.9993539,0.0002693997,0.00007283625,0.00007546295,0.0001494204,0.00007899577],"domain_scores_gemma":[0.9986863,0.0003346122,0.0005191762,0.00009140403,0.0002654602,0.0001030524],"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":[0.004518745,0.0009956629,0.3565194,0.005209282,0.00145914,0.00768894,0.0005747335,0.001409009,0.2273067,0.008282511,0.02090755,0.3651284],"study_design_scores_gemma":[0.0003156452,0.003841155,0.7194942,0.003376832,0.00192977,0.0666293,0.001119082,0.005692747,0.08204804,0.02319459,0.09216075,0.0001980367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5367526,0.3713432,0.03087396,0.007704046,0.001017539,0.0004975054,0.00131269,0.0004989775,0.04999954],"genre_scores_gemma":[0.9337335,0.03972647,0.01720548,0.001709531,0.0007506333,0.0002353435,0.0006795338,0.00005264451,0.005906917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004150302,"threshold_uncertainty_score":0.01388413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063203143157479,"score_gpt":0.3397128443132344,"score_spread":0.3090808128816596,"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."}}