{"id":"W4412973990","doi":"10.51731/cjht.2025.1184","title":"Dupilumab (Dupixent)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Psychology; Dermatology; Medicine; Atopic dermatitis","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":[0.0004329062,0.00053969,0.0005239844,0.0009291804,0.0006257971,0.001045832,0.0006895133,0.001066658,0.03560599],"category_scores_gemma":[0.0006904977,0.0001747557,0.00057128,0.0004050481,0.0002733858,0.0005230333,0.0004917788,0.00164493,0.01449418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287605,"about_ca_system_score_gemma":0.00115948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006671949,"about_ca_topic_score_gemma":0.01646468,"domain_scores_codex":[0.9995723,0.00004458442,0.00001850564,0.00007520511,0.0001949129,0.00009442807],"domain_scores_gemma":[0.9996474,0.00004258857,0.00004739395,0.00002311388,0.0000969298,0.0001426139],"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":[0.001614493,0.0005752099,0.001640139,0.001189467,0.00009203036,0.0008901887,0.00006509967,0.0003018259,0.01351782,0.002108118,0.2751659,0.7028397],"study_design_scores_gemma":[0.002128781,0.001849221,0.006094019,0.0005062715,0.0001378967,0.005688529,0.0000374852,0.0006170409,0.008172211,0.0005525088,0.9741765,0.00003967141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09584128,0.2415826,0.007187524,0.01982451,0.005499302,0.00200097,0.01856453,0.005871665,0.6036276],"genre_scores_gemma":[0.5669927,0.06506063,0.01353321,0.02390503,0.002145548,0.001048351,0.02545473,0.0004188833,0.3014409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03560599,"threshold_uncertainty_score":0.1191139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494595144243069,"score_gpt":0.3018385178273186,"score_spread":0.2868925663848879,"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."}}