{"id":"W3096953069","doi":"10.1182/blood-2020-142816","title":"Not All Patients Benefit from Switching to Ehl: Results from the Wapps Database","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; Impact","funders":"","keywords":"Haemophilia; Medicine; Database; Population; Haemophilia A; Pharmacokinetics; Trough level; Pediatrics; Internal medicine; Transplantation","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":[0.002968591,0.0002618226,0.001268219,0.001955438,0.0002602539,0.0018883,0.0007314043,0.000659083,0.004651479],"category_scores_gemma":[0.02483474,0.0002222644,0.001238511,0.004578308,0.0001854254,0.001434185,0.001015907,0.0006300707,0.001014785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792166,"about_ca_system_score_gemma":0.001004425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004375963,"about_ca_topic_score_gemma":0.002126751,"domain_scores_codex":[0.9947681,0.001230547,0.001715373,0.001104011,0.00091391,0.0002680247],"domain_scores_gemma":[0.9815191,0.008910424,0.006169111,0.001409683,0.001398854,0.0005928496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004181412,0.00009558654,0.9586006,0.000983073,0.001476693,0.000328276,0.0002533745,0.0006253549,0.000170025,0.0003424281,0.01149794,0.02144532],"study_design_scores_gemma":[0.0004065196,0.000337397,0.979266,0.0004479534,0.001042927,0.001653362,0.0007531998,0.002310362,0.0003243255,0.0004260167,0.01299029,0.00004161859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7646883,0.005803136,0.0006796705,0.0008652037,0.00003398004,0.0002274371,0.2243198,0.00009548935,0.003287046],"genre_scores_gemma":[0.8475392,0.002031039,0.0006036343,0.0004526103,0.0000451559,0.0003169501,0.1484513,0.00005346172,0.0005066475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004651479,"threshold_uncertainty_score":0.01569963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06156573956879387,"score_gpt":0.2986560436057148,"score_spread":0.237090304036921,"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."}}