{"id":"W4417434479","doi":"10.51731/cjht.2025.1308","title":"Dupilumab (Dupixent)","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Reimbursement; Medical prescription; Drug; Disease; Syringe","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":[0.0006223177,0.0003570224,0.0004267415,0.001272111,0.0003570855,0.0009021054,0.0004029392,0.0004391657,0.01201739],"category_scores_gemma":[0.0008905653,0.000106993,0.0006147182,0.0008717439,0.0002066712,0.0004391994,0.0003174092,0.0007188856,0.002229114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367655,"about_ca_system_score_gemma":0.001814319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187115,"about_ca_topic_score_gemma":0.03824276,"domain_scores_codex":[0.9996145,0.00007654783,0.00003401723,0.00004405685,0.0001887464,0.00004223134],"domain_scores_gemma":[0.9996567,0.0001056422,0.00007288931,0.00001022905,0.0001109514,0.0000435227],"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":[0.0004096465,0.00006187888,0.0004087419,0.007977249,0.0001234316,0.0001834654,0.00004864735,0.000134325,0.002417387,0.001890371,0.05616145,0.9301834],"study_design_scores_gemma":[0.000274647,0.0004531238,0.002172124,0.002752455,0.0002644244,0.001391732,0.0000321168,0.0000943391,0.001919705,0.0002777081,0.9903527,0.00001486584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00725634,0.9283029,0.001075172,0.002267245,0.000793723,0.0002705293,0.002489744,0.0001717313,0.05737262],"genre_scores_gemma":[0.1196411,0.8221778,0.005030071,0.004686928,0.0007732009,0.0003767556,0.004163805,0.00004595385,0.04310444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01201739,"threshold_uncertainty_score":0.0402022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019273028663953,"score_gpt":0.312118565737672,"score_spread":0.292845537073719,"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."}}