{"id":"W4406285138","doi":"10.51731/cjht.25.1058","title":"Ravulizumab (Ultomiris)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004900367,0.0005699378,0.0006985409,0.0006586328,0.0003390415,0.000594372,0.0006675597,0.0008827321,0.0154797],"category_scores_gemma":[0.0005757084,0.000174993,0.0006031325,0.0003763335,0.0002575068,0.0005669349,0.0004590544,0.002188786,0.01137799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801541,"about_ca_system_score_gemma":0.0005448148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746906,"about_ca_topic_score_gemma":0.002365974,"domain_scores_codex":[0.9996639,0.00004670451,0.00002704249,0.00006411603,0.0001096434,0.00008852308],"domain_scores_gemma":[0.9998573,0.00001702806,0.00003617076,0.00001565091,0.00002767267,0.00004627776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003512619,0.0009734546,0.001509689,0.001285344,0.0002062482,0.001236601,0.00007363577,0.0004517647,0.03289388,0.002353595,0.08790127,0.8676019],"study_design_scores_gemma":[0.01443152,0.009208181,0.02118856,0.001028074,0.000485754,0.01772782,0.00008082126,0.002162572,0.03216177,0.002798031,0.898616,0.0001110148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2616709,0.3179962,0.02103227,0.01622542,0.003631584,0.00251826,0.008067463,0.01855518,0.3503027],"genre_scores_gemma":[0.7977661,0.04872702,0.01609119,0.01305419,0.00120304,0.0009584944,0.01309726,0.0003940806,0.1087085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0154797,"threshold_uncertainty_score":0.05178481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008815170847852714,"score_gpt":0.2506433297686746,"score_spread":0.2418281589208219,"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."}}