{"id":"W4413116701","doi":"10.1136/pn-2025-004724","title":"Haemophagocytic lymphohistiocytosis precipitated by lamotrigine","year":2025,"lang":"en","type":"article","venue":"Practical Neurology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"UCLH Biomedical Research Centre","keywords":"Lamotrigine; Medicine; Psychiatry; Epilepsy","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":[0.000286728,0.0007167024,0.0005667509,0.0006227953,0.0007830995,0.000535088,0.0003453707,0.001488711,0.001297732],"category_scores_gemma":[0.002357881,0.0003472483,0.0005047546,0.0004350983,0.0009929546,0.0005664404,0.0008380086,0.001667385,0.0004553958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186564,"about_ca_system_score_gemma":0.0006603877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836089,"about_ca_topic_score_gemma":0.0023349,"domain_scores_codex":[0.9996217,0.0001037828,0.00004278467,0.00004822241,0.00004371115,0.000139767],"domain_scores_gemma":[0.9990453,0.0002902967,0.0003538013,0.00009622504,0.0000647354,0.00014952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002741931,0.00003650173,0.01819926,0.00008527692,0.00002768151,0.973455,0.0002270532,0.0001710344,0.002619186,0.0003644172,0.0005610461,0.003979293],"study_design_scores_gemma":[0.0001054573,0.000215629,0.02749657,0.00008276856,0.00005167136,0.9639866,0.0002328618,0.0007277721,0.003874314,0.0004640428,0.002744744,0.00001750571],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687538,0.007654506,0.003262122,0.002329099,0.0002335419,0.0001763215,0.0001151602,0.0003253643,0.01715008],"genre_scores_gemma":[0.9976541,0.0008172975,0.0002501246,0.0005852281,0.0001205878,0.000009471572,0.00003044704,0.000009424033,0.0005232847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002836089,"threshold_uncertainty_score":0.008609176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924059602963887,"score_gpt":0.3516321966522438,"score_spread":0.332391600622605,"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."}}