{"id":"W2990652949","doi":"10.1111/hae.13882","title":"Clinical application of Web Accessible Population Pharmacokinetic Service—Hemophilia (WAPPS‐Hemo): Patterns of blood sampling and patient characteristics among clinician users","year":2019,"lang":"en","type":"article","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Haemophilia; Blood sampling; Population; Haemophilia A; Cohort; Sampling (signal processing); Pediatrics; Emergency medicine; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002617585,0.0001694969,0.0003061888,0.00138356,0.0002067917,0.0009484293,0.0003381423,0.0003014806,0.003885163],"category_scores_gemma":[0.01535746,0.0001644987,0.0002598173,0.003391272,0.0002809686,0.0006971486,0.0006314818,0.0004889493,0.0008462302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006874324,"about_ca_system_score_gemma":0.0007859487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159941,"about_ca_topic_score_gemma":0.002606489,"domain_scores_codex":[0.9968657,0.001041221,0.0005874744,0.000616695,0.0007066307,0.0001822034],"domain_scores_gemma":[0.9745681,0.007624654,0.01434152,0.0008290727,0.00147686,0.001159753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003123637,0.00003577405,0.9814762,0.0000994209,0.00004458718,0.00009612157,0.0002419773,0.00007074115,0.0002274034,0.00007004754,0.002411193,0.01491417],"study_design_scores_gemma":[0.00001648963,0.0001122201,0.9952755,0.00007705802,0.00001846796,0.0007216822,0.0002890714,0.0003571894,0.0002604876,0.00006304804,0.002799583,0.000009305796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983873,0.001535074,0.001031533,0.0006686291,0.00001835391,0.0001276759,0.009362609,0.0001050614,0.003278111],"genre_scores_gemma":[0.9943303,0.0006438054,0.0007996482,0.0002014059,0.00002172105,0.00008457607,0.003559921,0.00002863676,0.0003299513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003885163,"threshold_uncertainty_score":0.01384324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148661775293948,"score_gpt":0.3659734310599443,"score_spread":0.3244868133070049,"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."}}