{"id":"W4288049206","doi":"10.1097/der.0000000000000864","title":"Assessment and Monitoring Challenges Among Patients With Moderate-to-Severe Atopic Dermatitis Across Fitzpatrick Skin Types: A Photographic Review and Case Series","year":2022,"lang":"en","type":"review","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; Erythema; Skin type; Clinical trial; Presentation (obstetrics); Pathology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00057123,0.0004847599,0.0008623123,0.00198567,0.0003344858,0.0007173232,0.0004765012,0.0006854476,0.001496377],"category_scores_gemma":[0.001548863,0.0001726027,0.000623314,0.001901343,0.0002712081,0.0008214712,0.0003628678,0.0006282437,0.000535378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006917,"about_ca_system_score_gemma":0.0006315585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009645108,"about_ca_topic_score_gemma":0.002396637,"domain_scores_codex":[0.9996591,0.00007423267,0.0001006117,0.00004845897,0.00009488042,0.00002284667],"domain_scores_gemma":[0.9994548,0.0003110047,0.00009891143,0.00001474797,0.00009808051,0.00002255378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009961321,0.00007447122,0.003635522,0.02965425,0.0002695638,0.00614042,0.000396974,0.0002051629,0.001815124,0.0007818779,0.0199328,0.9369942],"study_design_scores_gemma":[0.0000554583,0.0002787136,0.02771351,0.04571321,0.001740592,0.1706927,0.001371964,0.0002880992,0.001866115,0.00143494,0.7487326,0.000112103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001549328,0.9965065,0.0002111709,0.0002299898,0.0001138309,0.00001732288,0.00003836477,0.000007108908,0.001326361],"genre_scores_gemma":[0.0115946,0.9868933,0.000551094,0.0003842649,0.000141347,0.00001764868,0.00007438342,0.000003441597,0.0003398332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00198567,"threshold_uncertainty_score":0.005005896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816426493510814,"score_gpt":0.318481477627632,"score_spread":0.2903172126925238,"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."}}