{"id":"W2740462221","doi":"10.1055/s-0043-116855","title":"Prediction Model of Serum Lithium Concentrations","year":2017,"lang":"en","type":"article","venue":"Pharmacopsychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Lithium (medication); Confidence interval; Creatinine; Pharmacokinetics; Volume of distribution; Urology; Renal function; Medicine; Lithium carbonate; Concomitant; Dosing; Chemistry; Internal medicine","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":[0.001449344,0.0009738217,0.0009893959,0.0005524612,0.0002764661,0.0008525029,0.0008385309,0.0006884522,0.001449771],"category_scores_gemma":[0.003553302,0.00029512,0.0007701505,0.0003389366,0.0002988068,0.0004389978,0.000425773,0.0007465652,0.0005378826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008262277,"about_ca_system_score_gemma":0.001150136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538464,"about_ca_topic_score_gemma":0.005493616,"domain_scores_codex":[0.9993598,0.0001809669,0.00003987213,0.0002112719,0.0001194438,0.00008861167],"domain_scores_gemma":[0.9986182,0.0008508685,0.0001912924,0.00004194005,0.0002681678,0.00002940216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003734181,0.0001205086,0.03469419,0.0001039785,0.0001962754,0.000203842,0.00007656449,0.9101344,0.002267109,0.001092198,0.001250105,0.04948742],"study_design_scores_gemma":[0.00001267285,0.00005353074,0.002640754,0.000007135955,0.00002879635,0.00003585774,0.000004055581,0.9963127,0.0003177852,0.0004017727,0.0001773391,0.000007671563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3574318,0.0009826712,0.634983,0.0006724666,0.0001057616,0.0001742763,0.001192605,0.001747344,0.002710122],"genre_scores_gemma":[0.9788297,0.0002734704,0.01795323,0.00007758583,0.00003675557,0.0001828869,0.000744213,0.00002763273,0.0018744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01538464,"threshold_uncertainty_score":0.03059018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209409698867962,"score_gpt":0.3307401916445273,"score_spread":0.2886460946558477,"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."}}