{"id":"W4389219809","doi":"10.1182/blood-2023-183055","title":"Factor First: An Assessment of Emergency Department Care of Patients with Hemophilia","year":2023,"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 Calgary","funders":"Novo Nordisk; BioCryst","keywords":"Medicine; Emergency department; Clotting factor; Emergency medicine; Bleed; Hemarthrosis; Haemophilia; Pediatrics; Medical emergency; Intensive care medicine; Surgery; Internal medicine","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":[0.000465067,0.0001744191,0.0001858063,0.001086737,0.0006550929,0.0006334758,0.0004938111,0.0002980841,0.001890241],"category_scores_gemma":[0.00327617,0.00009989602,0.0002748524,0.001041268,0.0001891677,0.0004726019,0.0005768698,0.0006193889,0.0001771389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152302,"about_ca_system_score_gemma":0.004328195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1202382,"about_ca_topic_score_gemma":0.182043,"domain_scores_codex":[0.9995373,0.00006228953,0.00006937604,0.00003242581,0.0001757692,0.0001228226],"domain_scores_gemma":[0.9983109,0.0001289201,0.0005801746,0.00002293388,0.0005471113,0.0004099848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004431495,0.00003246402,0.9921694,0.00004736095,0.00001625391,0.0002810571,0.0004368481,0.00006957215,0.00008528598,0.00005231756,0.001626814,0.005138459],"study_design_scores_gemma":[0.000004778248,0.00006872227,0.9948347,0.00004941838,0.00001263941,0.0009062157,0.001930963,0.0001976929,0.00005605173,0.00002148962,0.001911048,0.000006287289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872805,0.001000889,0.0001610834,0.001125948,0.0000479501,0.0001619045,0.002207738,0.00002459354,0.007989341],"genre_scores_gemma":[0.9975133,0.0005107464,0.0004578803,0.0001729327,0.00002889488,0.00003388531,0.0007771041,0.000002783275,0.0005024272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202382,"threshold_uncertainty_score":0.2390767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974094902943353,"score_gpt":0.3458492745774956,"score_spread":0.3161083255480621,"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."}}