{"id":"W4388131049","doi":"10.51731/cjht.2023.772","title":"Dupilumab (Dupixent)","year":2023,"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":"Medicine; Atopic dermatitis; Medical prescription; Dupilumab; Population; Disease; Pediatrics; Dermatology; Family medicine; Internal medicine; Pharmacology","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":[0.0006903148,0.0006694478,0.0005317443,0.0008704702,0.0008215573,0.001567518,0.001083638,0.002330379,0.1151208],"category_scores_gemma":[0.001222427,0.0002587701,0.0006761543,0.0003817544,0.0003540436,0.0008641741,0.0007341704,0.002298984,0.05185467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503184,"about_ca_system_score_gemma":0.001710306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006851671,"about_ca_topic_score_gemma":0.01966296,"domain_scores_codex":[0.9993441,0.00007523943,0.00003500254,0.0001171509,0.0003004536,0.0001280655],"domain_scores_gemma":[0.9991317,0.00009722503,0.0001155129,0.00004749105,0.0002787576,0.0003293167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005436458,0.0001731485,0.0004266933,0.0005036561,0.00002491687,0.0003060829,0.00002643117,0.00007607537,0.003561982,0.001942783,0.692521,0.2998935],"study_design_scores_gemma":[0.0004988716,0.0003001735,0.001220317,0.000221394,0.00002671707,0.0008659337,0.000009836294,0.0001211487,0.001466043,0.0002848786,0.9949725,0.00001230624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01134992,0.08707851,0.003334274,0.03143435,0.00870128,0.00110838,0.01559712,0.004676402,0.8367198],"genre_scores_gemma":[0.1131269,0.04848951,0.01147906,0.07086963,0.005007426,0.001108337,0.03588279,0.0006301472,0.7134062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1151208,"threshold_uncertainty_score":0.3851174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208889134748744,"score_gpt":0.3086995705365656,"score_spread":0.2766106791890782,"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."}}