{"id":"W4401546347","doi":"10.3390/biomedicines12081841","title":"Biologic and Small Molecule Therapy in Atopic Dermatitis","year":2024,"lang":"en","type":"review","venue":"Biomedicines","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Ottawa; University of Saskatchewan; University of British Columbia; McMaster University","funders":"","keywords":"Atopic dermatitis; Medicine; Small molecule; Dermatology; Chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009048328,0.0003195892,0.001358793,0.0005059447,0.00002212394,0.0000116963,0.00009406073,0.0003512483,0.00006151976],"category_scores_gemma":[0.00006549087,0.00018126,0.0001713193,0.0004131836,0.0002497456,0.00001492981,0.00005052915,0.0002450277,0.0001008673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002485403,"about_ca_system_score_gemma":0.0001569804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000167122,"about_ca_topic_score_gemma":0.000005877943,"domain_scores_codex":[0.9988453,0.00008555991,0.0004216756,0.0003477094,0.00008214176,0.0002175994],"domain_scores_gemma":[0.9994551,0.0001049168,0.00007439122,0.0002319078,0.00001918149,0.0001145193],"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":[0.000004398707,0.00007423508,0.001318388,0.02642803,0.0002145956,0.001883127,0.0000554349,5.49494e-10,0.000001113012,0.00005097651,0.02087891,0.9490908],"study_design_scores_gemma":[0.0004584153,0.00009662209,0.00136805,0.01648929,0.0006393924,0.001325727,0.00001830662,0.000001422558,0.0000013258,0.0001288182,0.9793047,0.0001679778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009714874,0.9964461,0.000001350184,0.0006804338,0.0003726517,0.0006158511,0.00002068901,0.00008192708,0.0008095634],"genre_scores_gemma":[0.0005475056,0.9975874,0.00003121393,0.0007890682,0.0002116747,0.0001152388,0.0001899584,0.00002885069,0.0004990607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9584258,"threshold_uncertainty_score":0.7391568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186394556594504,"score_gpt":0.3533734363148331,"score_spread":0.2915094907488881,"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."}}