{"id":"W3006453143","doi":"10.1080/17460441.2020.1722639","title":"An overview of drug discovery efforts for eczema: why is this itch so difficult to scratch?","year":2020,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Dupilumab; Atopic dermatitis; Dermatology; Clinical trial; Quality of life (healthcare); Drug; Tolerability; Calcineurin; Intensive care medicine; Pharmacology; Adverse effect; Internal medicine; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007913208,0.0008886128,0.001145734,0.003086555,0.0003395408,0.001170641,0.0007554974,0.001479486,0.006499855],"category_scores_gemma":[0.001272877,0.0003241922,0.0008621669,0.002831158,0.0003346092,0.001550684,0.0005205331,0.001926271,0.003014667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252925,"about_ca_system_score_gemma":0.001374334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276106,"about_ca_topic_score_gemma":0.003042133,"domain_scores_codex":[0.9995565,0.00008352832,0.00006553088,0.00007015046,0.0001838858,0.00004038087],"domain_scores_gemma":[0.9992337,0.0003563935,0.0001124403,0.00001688398,0.0002320263,0.00004849321],"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":[0.00006955722,0.00006142011,0.0001315179,0.04218154,0.0001583945,0.0001569526,0.00008809619,0.000272184,0.001327952,0.003747308,0.07385819,0.8779469],"study_design_scores_gemma":[0.00002428592,0.00009886827,0.0004535239,0.01076141,0.0001681245,0.0006687992,0.00004893055,0.00008912442,0.0002095404,0.001364177,0.9860972,0.00001620526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009304893,0.9970754,0.0001733815,0.0008375203,0.00041191,0.00001401646,0.00004927631,0.00001249112,0.001332963],"genre_scores_gemma":[0.000451924,0.9976408,0.0002643919,0.0006952875,0.0002038536,0.00001223832,0.00005180047,0.000002298214,0.0006772834],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006499855,"threshold_uncertainty_score":0.02174419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141833360421951,"score_gpt":0.392524116939878,"score_spread":0.3311057833356585,"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."}}