{"id":"W4405050586","doi":"10.1182/blood-2024-202475","title":"Lamotrigine and Anti-Epileptic Medications in HLH: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Blood","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Lamotrigine; Medicine; Epilepsy; Pharmacology; Psychiatry","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":[0.002340751,0.0008245521,0.004555454,0.01016524,0.0004631728,0.00141497,0.001308234,0.001401309,0.004401199],"category_scores_gemma":[0.01100125,0.0005277729,0.004353659,0.0109446,0.0004892754,0.001590908,0.0009536712,0.0006077187,0.0002855754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914055,"about_ca_system_score_gemma":0.006662983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006021004,"about_ca_topic_score_gemma":0.01866234,"domain_scores_codex":[0.9975999,0.0005295184,0.001113872,0.0001987752,0.0004550334,0.000102933],"domain_scores_gemma":[0.988934,0.006890564,0.002808713,0.0001179233,0.001094449,0.0001542404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001778418,0.00001867006,0.001622939,0.954293,0.004211527,0.0002709977,0.0001549428,0.00007189743,0.000194168,0.0001667796,0.002220705,0.03659672],"study_design_scores_gemma":[0.0001976873,0.000269568,0.01015542,0.9039549,0.05368714,0.001659898,0.0003768305,0.0001073992,0.0002160603,0.0002401464,0.02909404,0.00004082689],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001368294,0.9976041,0.00005313444,0.0001748011,0.00005362028,0.0001082457,0.0003811558,0.000004831074,0.0002519401],"genre_scores_gemma":[0.01214217,0.9864962,0.0002703709,0.0004261266,0.00007415557,0.0002010263,0.0002684073,0.000003036614,0.0001186528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01016524,"threshold_uncertainty_score":0.01472348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001927048554251,"score_gpt":0.3449495871228757,"score_spread":0.3149303166373331,"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."}}