{"id":"W4414351418","doi":"10.51731/cjht.2025.1228","title":"Isatuximab (Sarclisa)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi","keywords":"Reimbursement; Drug approval; Drug; MEDLINE","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":[0.0004053036,0.0003098885,0.000294913,0.000850255,0.0001907892,0.0005290686,0.0002799071,0.0002953395,0.008223138],"category_scores_gemma":[0.0003502816,0.00007557865,0.0003964066,0.0006353547,0.0001467732,0.000253605,0.0002781802,0.0005490464,0.00267633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008512152,"about_ca_system_score_gemma":0.001065623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003847508,"about_ca_topic_score_gemma":0.01340114,"domain_scores_codex":[0.9997525,0.00005071022,0.00002285728,0.00002710205,0.0001110829,0.00003572782],"domain_scores_gemma":[0.9998401,0.00002361602,0.00005115983,0.000004657709,0.00005641499,0.00002409361],"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":[0.0004692521,0.0001020673,0.000844727,0.004321802,0.0001479917,0.0002609481,0.00003976974,0.0002614103,0.005359714,0.001438733,0.05550914,0.9312443],"study_design_scores_gemma":[0.0004205111,0.0008033991,0.005650872,0.002186059,0.0002525241,0.002604362,0.00004870351,0.0001816615,0.004255087,0.0003761644,0.9832069,0.00001372325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02190628,0.8815864,0.001835374,0.003054034,0.0007361203,0.0002551378,0.001702596,0.0004740263,0.08845006],"genre_scores_gemma":[0.3203973,0.5936062,0.006054863,0.006088026,0.0008287556,0.0002719652,0.00673129,0.00006661877,0.06595494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008223138,"threshold_uncertainty_score":0.02750915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793494157968234,"score_gpt":0.3010390455350337,"score_spread":0.2831041039553513,"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."}}