{"id":"W3183362766","doi":"10.17225/jhp00179","title":"Web-based Application for the Population Pharmacokinetic Service (WAPPS)'s impact on dosage selection: a single paediatric centre experience","year":2021,"lang":"en","type":"article","venue":"The Journal of Haemophilia Practice","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Regional Municipality of Niagara; McMaster Children's Hospital; University of British Columbia","funders":"Hamilton Health Sciences Foundation; McMaster University; Hamilton Health Sciences","keywords":"Medicine; Haemophilia; Dosing; Regimen; Population; Pharmacokinetics; Pharmacy; Haemophilia A; Pediatrics; Emergency medicine; Internal medicine; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00118104,0.0001763337,0.0002428679,0.0001125632,0.0003398323,0.00005467888,0.0002000793,0.00007149925,0.0001497066],"category_scores_gemma":[0.001008096,0.0000878928,0.0001936051,0.0009337543,0.00003811465,0.0002781605,0.00002640621,0.0004717588,0.00002476933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820416,"about_ca_system_score_gemma":0.0004201528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005083322,"about_ca_topic_score_gemma":0.00001315815,"domain_scores_codex":[0.9980472,0.0003949066,0.0004029442,0.0001652096,0.0007148962,0.0002748147],"domain_scores_gemma":[0.9951618,0.002792087,0.000473836,0.0003211254,0.001106328,0.0001448071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05948361,0.01250995,0.04665136,0.001006572,0.0032522,0.0007467715,0.008560468,0.05606855,0.5652797,0.0002457204,0.02875207,0.217443],"study_design_scores_gemma":[0.04242381,0.009925538,0.1418971,0.0008931308,0.01367263,0.01351599,0.01075576,0.2635883,0.2947611,0.0007079365,0.2065661,0.001292593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764049,0.001970527,0.001208157,0.1185352,0.0002777585,0.001180683,0.0000103331,0.00002879094,0.000383665],"genre_scores_gemma":[0.9957707,0.0004226661,0.0005925968,0.001934797,0.0009333678,0.00002369763,0.00001715903,0.00002642507,0.0002785702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705186,"threshold_uncertainty_score":0.3584164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590777809036978,"score_gpt":0.3698760986317928,"score_spread":0.3339683205414231,"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."}}