{"id":"W3212033375","doi":"10.1182/blood-2021-147195","title":"Emicizumab Outcomes in Hemophilia A Using Real-World Data from the Canadian Hemophilia Bleeding Disorder Registry","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Roche (Canada); University of Calgary","funders":"","keywords":"Medicine; Pediatrics; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002961169,0.0004444346,0.0005087876,0.005271323,0.0009503076,0.001554112,0.001082346,0.0003662502,0.002446804],"category_scores_gemma":[0.01788534,0.0002363989,0.0006944931,0.01100663,0.0003616947,0.000578982,0.000848899,0.0008460318,0.0003462424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01338586,"about_ca_system_score_gemma":0.02306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.954438,"about_ca_topic_score_gemma":0.9605378,"domain_scores_codex":[0.9960538,0.0005550171,0.000516852,0.0006486128,0.001641789,0.000583851],"domain_scores_gemma":[0.9858646,0.001630632,0.004210099,0.0009558361,0.006487705,0.0008511511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004037516,0.00006451571,0.9499174,0.0005692707,0.0007569887,0.000098319,0.0002448417,0.001944827,0.00009794354,0.001117007,0.03088205,0.01390316],"study_design_scores_gemma":[0.00005975443,0.00003327929,0.981905,0.0002982978,0.000274629,0.000131443,0.0003260937,0.002377415,0.0001214614,0.0001492638,0.01428357,0.00003989936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4156784,0.004695984,0.0009541352,0.001491956,0.0000516309,0.0004257032,0.5678057,0.0000925846,0.008803819],"genre_scores_gemma":[0.7963547,0.002092705,0.002014817,0.0003226178,0.0000370863,0.0003659121,0.198161,0.00002252163,0.0006286297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04556203,"threshold_uncertainty_score":0.09712166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08611013211458522,"score_gpt":0.3518465771554662,"score_spread":0.265736445040881,"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."}}