{"id":"W3215939429","doi":"10.1182/blood-2021-151119","title":"Searching for Service and Accessibility Excellence in Paroxysmal Nocturnal Hemoglobinuria in Canada: The Epic Program","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; University Health Network","funders":"","keywords":"Paroxysmal nocturnal hemoglobinuria; Medicine; Eculizumab; Pediatrics; Hemoglobinuria; Coroner; Intensive care medicine; Anemia; Internal medicine; Emergency medicine; Immunology","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":[0.001275058,0.0002264523,0.000269004,0.001103057,0.003881444,0.001494033,0.001606039,0.0004708491,0.003481892],"category_scores_gemma":[0.003554937,0.0002396695,0.0004132448,0.002223897,0.0007053175,0.000571609,0.002484593,0.000977147,0.0003070637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05629343,"about_ca_system_score_gemma":0.1596819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903005,"about_ca_topic_score_gemma":0.9961513,"domain_scores_codex":[0.9984784,0.0001570425,0.00006140825,0.000115238,0.0003427406,0.0008452961],"domain_scores_gemma":[0.9936935,0.000261145,0.0003337707,0.00007328803,0.001715559,0.003922744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001876284,0.0006460745,0.8291779,0.0003157604,0.0000528042,0.0003839989,0.004613173,0.0003184067,0.0002106459,0.001388655,0.06785939,0.09484572],"study_design_scores_gemma":[0.00004832491,0.0001484156,0.9696341,0.0003548694,0.00003587259,0.0001371036,0.007462906,0.0007289714,0.0001050561,0.0002239208,0.02108798,0.00003246752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923245,0.002584367,0.0004606404,0.02497729,0.0001933932,0.0008866768,0.01287467,0.0001029618,0.03467494],"genre_scores_gemma":[0.9741179,0.002893882,0.002476664,0.006003358,0.00007294059,0.0004085862,0.004360434,0.00002775716,0.009638397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05629343,"threshold_uncertainty_score":0.4084393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150176385369945,"score_gpt":0.2748110119099635,"score_spread":0.2533092480562641,"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."}}