{"id":"W2590872093","doi":"10.1111/hae.13187","title":"Emergency department utilization by haemophilia patients in United States","year":2017,"lang":"en","type":"article","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bayer Canada; Bayer HealthCare","keywords":"Medicine; Haemophilia; Emergency department; Haemophilia A; Pediatrics; Haemophilia B; Emergency medicine; Demographics; Retrospective cohort study; Against medical advice; Family medicine; Surgery; Demography; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002855076,0.0001233266,0.0001526293,0.0008134589,0.0002280044,0.0004119771,0.0002070852,0.000237933,0.003317467],"category_scores_gemma":[0.001258387,0.0001161165,0.0002041558,0.001375222,0.0001443526,0.0003139856,0.0003254188,0.0004339418,0.0003356489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004712467,"about_ca_system_score_gemma":0.000427046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00764836,"about_ca_topic_score_gemma":0.009970209,"domain_scores_codex":[0.9996124,0.00009474596,0.00008125031,0.00005638079,0.00009057663,0.00006470739],"domain_scores_gemma":[0.9986095,0.0001532628,0.000886525,0.00002579658,0.0001299886,0.0001948736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002555972,0.00002724778,0.9905019,0.00007843535,0.00002982373,0.0001791336,0.00009372776,0.00006031808,0.0000734331,0.00004314087,0.004444595,0.004442759],"study_design_scores_gemma":[0.000004218807,0.00003159847,0.9964123,0.00008381635,0.0000109873,0.0009260465,0.0003438468,0.00009080468,0.00004472976,0.00002269968,0.00202552,0.000003365323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814547,0.003536535,0.00007806002,0.001103205,0.00004611,0.00002295335,0.009882846,0.00003227998,0.003843352],"genre_scores_gemma":[0.9936379,0.002050279,0.0001294061,0.0004247928,0.0000510869,0.00002565503,0.003230141,0.000004356082,0.0004464916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00764836,"threshold_uncertainty_score":0.01520765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673610853926977,"score_gpt":0.3498242635666665,"score_spread":0.2930881550273968,"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."}}