{"id":"W2622330136","doi":"10.1111/epi.13773","title":"Achieving a cure for hypothalamic hamartomas: a Sisyphean quest?","year":2017,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eisai; National Institute for Health and Care Research; GW Pharmaceuticals","keywords":"Ictal; Epilepsy; Lesion; Stereoelectroencephalography; Epilepsy surgery; Hypothalamic hamartoma; Medicine; Neuroscience; Gelastic seizure; Psychology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003080453,0.0001986541,0.0003669988,0.00008301566,0.000574034,0.0001304807,0.0002420802,0.0001018138,0.0001479513],"category_scores_gemma":[0.0006071434,0.0001577315,0.000229487,0.00004018348,0.0001325658,0.0001707965,0.00009047195,0.0002077493,0.0002067535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022415,"about_ca_system_score_gemma":0.0001517487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008230795,"about_ca_topic_score_gemma":0.00005291851,"domain_scores_codex":[0.998552,0.00003404357,0.0002177265,0.0003826336,0.0002762279,0.0005374063],"domain_scores_gemma":[0.9983039,0.0001360997,0.0001207614,0.001016432,0.0001081321,0.0003146196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009946907,0.0008410139,0.879903,0.0004234161,0.000509912,0.0005174396,0.0003594319,9.807438e-7,0.009938451,0.0062087,0.03360758,0.06669545],"study_design_scores_gemma":[0.005704452,0.001591656,0.9142416,0.0004461326,0.0001925502,0.0001120699,0.00007133499,0.0004327197,0.003368597,0.001253926,0.07230801,0.0002769348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656581,0.0007287234,0.0004750043,0.01186126,0.0002466574,0.001397185,0.00004501823,0.000140646,0.01944738],"genre_scores_gemma":[0.9887104,0.0001467079,0.00470079,0.0002598322,0.0004988849,0.0002507095,0.00005388483,0.00004629124,0.005332514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06641851,"threshold_uncertainty_score":0.6432105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466865291260012,"score_gpt":0.3692651340006959,"score_spread":0.3245964810880958,"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."}}