{"id":"W2080066343","doi":"10.1586/14737175.4.3.363","title":"Lamotrigine for bipolar disorder: translating research into clinical practice","year":2004,"lang":"en","type":"review","venue":"Expert Review of Neurotherapeutics","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lamotrigine; Bipolar disorder; Tolerability; Mania; Rash; Anticonvulsant; Medicine; Treatment of bipolar disorder; Lithium (medication); Mood; Psychiatry; Drug; Psychology; Adverse effect; Epilepsy; Pharmacology; Dermatology","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":[0.003243069,0.0006406052,0.003805115,0.0002592698,0.0001610185,0.00002220911,0.0004057948,0.0004570949,0.0000546364],"category_scores_gemma":[0.001513759,0.0004544438,0.002020055,0.0008459029,0.0002625686,0.00009000075,0.0000615486,0.001275882,0.00003940827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538633,"about_ca_system_score_gemma":0.001524301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005758671,"about_ca_topic_score_gemma":0.00001120133,"domain_scores_codex":[0.9939573,0.001479488,0.002344294,0.0008146943,0.0008555716,0.0005485861],"domain_scores_gemma":[0.9944336,0.002861969,0.0006754225,0.001181419,0.0006175068,0.000230015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004207983,0.0009805342,0.000007014766,0.2583141,0.0005726626,0.000009612898,0.00008937366,1.626573e-8,6.406916e-7,0.0002115643,0.0002015638,0.7395708],"study_design_scores_gemma":[0.00105941,0.001385381,0.000001659008,0.1819358,0.002483069,0.0001608213,0.0000124218,0.000002174029,0.000001291065,0.00004655688,0.8126535,0.0002578242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.51408e-8,0.9876165,0.0007694135,0.003382697,0.000303169,0.007559191,0.00003370369,0.00005925003,0.0002759812],"genre_scores_gemma":[2.645996e-7,0.9750178,0.02168444,0.00155991,0.0004623801,0.0007668025,0.0001516371,0.0002324132,0.0001243028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.812452,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296219774683974,"score_gpt":0.5636908462537247,"score_spread":0.3340688687853273,"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."}}