{"id":"W4212957612","doi":"10.1192/bjb.2021.126","title":"Plus ça change? Switching lithium preparations","year":2022,"lang":"en","type":"article","venue":"BJPsych Bulletin","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Servier; Sunovion; Canadian Institutes of Health Research; National Institute for Health and Care Research; H. Lundbeck A/S; National Institute of Mental Health; LivaNova; Wellcome Trust; Victoria General Hospital Foundation; Michael Smith Health Research BC; National Alliance for Research on Schizophrenia and Depression; Eli Lilly and Company","keywords":"Lithium (medication); Lithium carbonate; Discontinuation; Interchangeability; Formulary; Medicine; Pharmacology; Internal medicine; Computer science; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003183527,0.0002408685,0.0005632098,0.0005968522,0.001171338,0.002393965,0.0005672241,0.001162833,0.02261304],"category_scores_gemma":[0.01412571,0.0001940421,0.0003924716,0.0007933325,0.0009956738,0.001351789,0.001140747,0.001554738,0.003833246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954787,"about_ca_system_score_gemma":0.002244794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005044052,"about_ca_topic_score_gemma":0.008118958,"domain_scores_codex":[0.9964452,0.001487191,0.0002905183,0.0004597437,0.001042604,0.0002746884],"domain_scores_gemma":[0.9942162,0.002145143,0.001394659,0.0004649053,0.000837124,0.0009419437],"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":[0.005398345,0.001909234,0.03633355,0.001319317,0.00007442987,0.001108676,0.002622261,0.0001642942,0.00179535,0.004336838,0.06383329,0.8811045],"study_design_scores_gemma":[0.005181463,0.02002186,0.2367163,0.004940206,0.0008876153,0.01249364,0.01681171,0.002620606,0.00890696,0.01852863,0.6725812,0.0003098441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7001177,0.02487907,0.008422216,0.08090455,0.005237251,0.004669499,0.002009631,0.0008221281,0.172938],"genre_scores_gemma":[0.9277171,0.007764168,0.01090121,0.02616603,0.001619967,0.00114693,0.0005650584,0.000138877,0.02398077],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02261304,"threshold_uncertainty_score":0.07564819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778436228270239,"score_gpt":0.2983092103492178,"score_spread":0.2605248480665154,"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."}}