{"id":"W2030311823","doi":"10.1038/ncpneph0181","title":"Home fingerprick sampling for immunosuppressant drug monitoring in pediatric renal transplant patients","year":2006,"lang":"en","type":"article","venue":"Nature Clinical Practice Nephrology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Therapeutic drug monitoring; Renal transplant; Sampling (signal processing); Drug; Intensive care medicine; Internal medicine; Pharmacology; Transplantation; Computer science","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":[0.0007678304,0.0002917245,0.0006646902,0.0007373383,0.0005145476,0.0006834909,0.0003071885,0.0007358649,0.001198769],"category_scores_gemma":[0.004607529,0.0002150259,0.000278593,0.0008653108,0.000406981,0.000772983,0.0002486347,0.001019252,0.000189486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755487,"about_ca_system_score_gemma":0.0008620445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002930914,"about_ca_topic_score_gemma":0.003780518,"domain_scores_codex":[0.999073,0.0003835265,0.00009468653,0.00009185948,0.0002342401,0.000122642],"domain_scores_gemma":[0.9975178,0.001144353,0.0005910742,0.00007072056,0.0002083519,0.0004677191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004197425,0.0002836659,0.9689078,0.00006119828,0.0000229319,0.003215605,0.000286483,0.0001305039,0.001238614,0.00004795466,0.0005978624,0.02478769],"study_design_scores_gemma":[0.00007502769,0.001787118,0.9717486,0.0001359915,0.0001161037,0.0170693,0.001476959,0.001603511,0.004423534,0.0001308532,0.001414369,0.00001853603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995164,0.001926997,0.0004779589,0.0004320833,0.00003167651,0.0000292263,0.00007720216,0.00002478832,0.001835982],"genre_scores_gemma":[0.9972512,0.001150362,0.001055672,0.0002638563,0.0000611031,0.00002220669,0.00005336862,0.000008129779,0.0001341275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002930914,"threshold_uncertainty_score":0.005827725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487950378396639,"score_gpt":0.4272283513473603,"score_spread":0.3784333135076964,"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."}}