{"id":"W3048710726","doi":"10.2174/1872213x14666200810152246","title":"Nummular Eczema: An Updated Review","year":2020,"lang":"en","type":"review","venue":"Recent Patents on Inflammation & Allergy Drug Discovery","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Dermatology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002955949,0.0009921397,0.00302847,0.0002788811,0.000126558,0.00018288,0.0004599387,0.0003310511,0.001830222],"category_scores_gemma":[0.000270677,0.0007599778,0.001130394,0.000723575,0.00005832852,0.0006885661,0.0001595552,0.0006080513,0.00157857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908741,"about_ca_system_score_gemma":0.0007095687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009045995,"about_ca_topic_score_gemma":0.000003134471,"domain_scores_codex":[0.99507,0.0005010482,0.001732346,0.00108937,0.00104171,0.0005655093],"domain_scores_gemma":[0.9967461,0.00008829743,0.001015309,0.00124561,0.0002446145,0.0006601054],"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":[0.00009606311,0.0004340924,0.00001009918,0.03533027,0.00111466,0.0001941981,0.00002181595,0.00001044752,0.00000225335,0.0003350768,0.03117409,0.9312769],"study_design_scores_gemma":[0.0007558123,0.000141988,0.000027696,0.07475631,0.001724924,0.0000179147,0.000014785,0.00003300906,0.0000124694,0.00002777854,0.9218348,0.0006524613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001107967,0.9926534,0.00001030841,0.001193891,0.0006127612,0.002851006,0.0002360664,0.0002609044,0.002070902],"genre_scores_gemma":[0.00001270418,0.9742208,0.00004179821,0.00152276,0.0007925143,0.0003489685,0.0216006,0.0001809945,0.001278894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9306245,"threshold_uncertainty_score":0.9994851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402207615056809,"score_gpt":0.3286574115018217,"score_spread":0.2846353353512536,"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."}}