{"id":"W4220715528","doi":"10.1097/hs9.0000000000000694","title":"Predicting Individual Changes in Terminal Half-Life After Switching to Extended Half-Life Concentrates in Patients With Severe Hemophilia","year":2022,"lang":"en","type":"article","venue":"HemaSphere","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; Impact","funders":"","keywords":"Interquartile range; Medicine; Logistic regression; Population; Internal medicine; Pediatrics","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":[0.0009614973,0.0002138672,0.0004375033,0.0005063021,0.0001414743,0.0004160747,0.0001863691,0.0003845046,0.0007791314],"category_scores_gemma":[0.003404897,0.0001443927,0.0005232617,0.0007185664,0.0001459693,0.0003885694,0.0002669236,0.000656341,0.0001809829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838024,"about_ca_system_score_gemma":0.0001549335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007511553,"about_ca_topic_score_gemma":0.0007970709,"domain_scores_codex":[0.9995134,0.0001704738,0.00008071733,0.0001051225,0.00007980587,0.0000505042],"domain_scores_gemma":[0.9972588,0.001144194,0.001120679,0.0001456437,0.0001437705,0.0001869115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003435581,0.00002384722,0.9967197,0.0000133975,0.00005360084,0.0000484235,0.00003888389,0.0001282332,0.0001499826,0.000009692442,0.00007074354,0.002399984],"study_design_scores_gemma":[0.00001218935,0.0002585481,0.9982759,0.000009565335,0.00005196956,0.0003252831,0.00007115187,0.0006400642,0.0001194089,0.00003489138,0.0001961621,0.000004840325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990786,0.0003983899,0.00009443933,0.00003006084,0.000002417188,0.000004724817,0.0002311189,0.00000232548,0.0001579522],"genre_scores_gemma":[0.9993573,0.0001201866,0.0001090793,0.00001425124,0.000005413159,0.00000487675,0.0003401083,8.982499e-7,0.00004795155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009614973,"threshold_uncertainty_score":0.005084932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900083156459565,"score_gpt":0.2700780995640888,"score_spread":0.2510772679994932,"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."}}