{"id":"W2985611003","doi":"10.1182/blood-2019-127443","title":"Comparison of Lost Productivity Due to Eculizumab and Ravulizumab Treatments for Paroxysmal Nocturnal Hemoglobinuria in France, Germany, Italy, Russia, Spain, the United Kingdom, and the United States","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Paroxysmal nocturnal hemoglobinuria; Presenteeism; Medicine; Productivity; Eculizumab; Population; Absenteeism; Demography; Pediatrics; Environmental health; Economic growth; Economics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003734987,0.0005168759,0.0007047048,0.003563393,0.0002157973,0.001151993,0.000568931,0.000493205,0.001381046],"category_scores_gemma":[0.007471385,0.0001964754,0.002874013,0.002290121,0.0003635426,0.0006017832,0.000655717,0.0004003641,0.0001098023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113297,"about_ca_system_score_gemma":0.0009442398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02438368,"about_ca_topic_score_gemma":0.01461285,"domain_scores_codex":[0.9965729,0.00168083,0.0002979504,0.0002271452,0.0007533053,0.0004679016],"domain_scores_gemma":[0.994225,0.002402942,0.002170481,0.0001365838,0.0007164561,0.0003485625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01013639,0.0004532622,0.8998028,0.001062196,0.007192266,0.0006687869,0.0004296359,0.0211066,0.0004208786,0.0007743723,0.003259393,0.05469347],"study_design_scores_gemma":[0.0003542775,0.001583814,0.9890028,0.0001757747,0.0009862198,0.0003084519,0.0004128763,0.004907811,0.0002062033,0.00009868281,0.001934742,0.00002839063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888588,0.006701448,0.0003932191,0.0001841991,0.00003199919,0.00006517681,0.002219453,0.00001584993,0.001529811],"genre_scores_gemma":[0.997465,0.0007084534,0.000157489,0.00004445653,0.00001584788,0.00004343643,0.001372545,0.000002762024,0.0001901319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02438368,"threshold_uncertainty_score":0.04848355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842682988671648,"score_gpt":0.2821418599119405,"score_spread":0.263715030025224,"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."}}