{"id":"W3096216527","doi":"10.1182/blood-2020-137320","title":"Analysis of Hemophilia a Outcomes and Treatment Patterns Using Real-World Data from the Canadian Hemophilia Bleeding Disorder Registry","year":2020,"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; University of Calgary","funders":"","keywords":"Medicine; Bleed; Pediatrics; Surgery","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":[0.004071972,0.00040976,0.0005606466,0.007121186,0.001238112,0.001688428,0.001150467,0.0003407459,0.002119478],"category_scores_gemma":[0.02984143,0.0002588785,0.0006767339,0.01614914,0.0004560424,0.0006367899,0.001015652,0.0008184778,0.000303095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01688566,"about_ca_system_score_gemma":0.03507746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.955564,"about_ca_topic_score_gemma":0.9589672,"domain_scores_codex":[0.9923592,0.0009131349,0.001093471,0.001048731,0.003599022,0.0009865167],"domain_scores_gemma":[0.9693748,0.003547461,0.008801292,0.001821069,0.01512354,0.001331935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001649569,0.00003369503,0.9712536,0.000362956,0.0003954195,0.00006954819,0.0003976877,0.001079572,0.0001019357,0.0006153636,0.01520094,0.0103243],"study_design_scores_gemma":[0.00002113177,0.00002335839,0.9883028,0.000196655,0.0001173326,0.0001088572,0.0005210065,0.001549288,0.0001230562,0.00008580955,0.008921199,0.00002956361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5616048,0.002413447,0.001747251,0.001797192,0.00004723461,0.0005491879,0.4239791,0.0001349767,0.007726788],"genre_scores_gemma":[0.8407993,0.001596786,0.00322995,0.0003363338,0.0000323675,0.0004863921,0.1528723,0.00003063938,0.0006159786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04443598,"threshold_uncertainty_score":0.1225147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105775231489065,"score_gpt":0.3489834844897812,"score_spread":0.2384059613408748,"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."}}