{"id":"W2560364466","doi":"10.2196/resprot.6559","title":"Data Analysis Protocol for the Development and Evaluation of Population Pharmacokinetic Models for Incorporation Into the Web-Accessible Population Pharmacokinetic Service - Hemophilia (WAPPS-Hemo)","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; University of Waterloo","funders":"","keywords":"Protocol (science); Pharmacokinetics; Population; Population pharmacokinetics; Service (business); Medicine; Computer science; Pharmacology; Alternative medicine; Environmental health; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008555512,0.0002375685,0.0003638064,0.0005075466,0.0006285604,0.0001179681,0.0006237403,0.000123518,0.0001099525],"category_scores_gemma":[0.0003804092,0.0001133532,0.00009230758,0.001550167,0.0001375971,0.0005988438,0.0003626341,0.0002073596,0.00000546934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267792,"about_ca_system_score_gemma":0.0005948227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009977387,"about_ca_topic_score_gemma":0.0003243087,"domain_scores_codex":[0.9953225,0.0006238564,0.0007781378,0.0006832994,0.002106973,0.0004852517],"domain_scores_gemma":[0.9954219,0.0009082601,0.0003065314,0.001039339,0.002172908,0.0001510027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01182563,0.00181864,0.04294909,0.006511851,0.001625792,0.000001405968,0.00156334,0.002260546,0.05005401,0.0006115462,0.005158502,0.8756196],"study_design_scores_gemma":[0.01873557,0.0007318576,0.04099257,0.001215742,0.0004937485,0.000002148643,0.0001064883,0.885009,0.01722021,0.007325015,0.02790964,0.0002580261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02980284,0.00000895025,0.002290567,0.006005889,0.000007000001,0.9617032,0.00007217495,0.00003480212,0.00007461782],"genre_scores_gemma":[0.194578,0.000001731999,0.002141681,0.00003271374,0.0001609873,0.8022218,0.0005077662,0.00003296469,0.0003222775],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8827484,"threshold_uncertainty_score":0.4834442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5458424917630936,"score_gpt":0.6118986636784347,"score_spread":0.06605617191534108,"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."}}