{"id":"W2004103567","doi":"10.1097/ftd.0b013e318187483d","title":"Quantity as an Expression of Quality: Relationship Between Serum Drug Concentrations and Quality of Life","year":2008,"lang":"en","type":"review","venue":"Therapeutic Drug Monitoring","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Western University","funders":"Canadian Institutes of Health Research","keywords":"Valproic Acid; Epilepsy; Quality of life (healthcare); Drug; Therapeutic drug monitoring; Serum concentration; Medicine; Pharmacology; Cognition; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001018913,0.0003510782,0.002395915,0.0001151777,0.0002198198,0.00001213539,0.0001591599,0.0002082468,0.00001092569],"category_scores_gemma":[0.0005203745,0.000258435,0.0003057659,0.0002569351,0.0002880671,0.0001281177,0.0001001094,0.0005624315,0.000003454029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007005365,"about_ca_system_score_gemma":0.0002426238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002711473,"about_ca_topic_score_gemma":0.000003866567,"domain_scores_codex":[0.9964303,0.00123268,0.001232998,0.0003778007,0.0004707787,0.0002554027],"domain_scores_gemma":[0.9953116,0.003073391,0.000862238,0.0003862543,0.0001352658,0.0002312866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346767,0.0005855026,0.7564507,0.03031277,0.0009165206,0.000004636574,0.002683521,0.000002051456,0.0006028059,0.001356375,0.00002200897,0.2069285],"study_design_scores_gemma":[0.002623109,0.0003823739,0.9450234,0.01763491,0.002841551,0.000008735024,0.001078276,0.000003432282,0.002842276,0.0005497106,0.02609893,0.0009132849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3315626,0.6673101,0.00001338485,0.00005952579,0.0001702364,0.0006457152,0.00005088519,0.0000450406,0.0001425855],"genre_scores_gemma":[0.4902319,0.5093309,0.00006949155,0.00001499542,0.0002363712,0.00002014146,0.00001479817,0.00001709554,0.00006433603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2060152,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3564686281484282,"score_gpt":0.494551284888915,"score_spread":0.1380826567404868,"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."}}