{"id":"W4381855578","doi":"10.32388/kmv73c","title":"Review of: \"An Analysis of Literature on Topical Steroid Withdrawal in Dermatology\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Dermatology; Topical steroid; Medicine","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":[0.006421613,0.000816092,0.002095087,0.02240825,0.0009859011,0.002837782,0.001613028,0.001442777,0.01879154],"category_scores_gemma":[0.04599595,0.0003486377,0.001347344,0.0175465,0.001113189,0.00295188,0.001400066,0.001041435,0.005296247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780661,"about_ca_system_score_gemma":0.009558591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287139,"about_ca_topic_score_gemma":0.009665244,"domain_scores_codex":[0.9939892,0.001491693,0.002114962,0.0002575434,0.001954471,0.0001921373],"domain_scores_gemma":[0.9466644,0.0245819,0.006820433,0.0007331461,0.0198718,0.001328371],"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":[0.0002320419,0.00008348575,0.003623011,0.08771461,0.0003295662,0.001091884,0.0005894706,0.00007576271,0.00054645,0.0008739654,0.6063272,0.2985126],"study_design_scores_gemma":[0.0000700285,0.0001352786,0.0178016,0.08787894,0.001291227,0.00410168,0.0009715199,0.00007440191,0.0003573407,0.0005064581,0.8867541,0.00005751769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002425408,0.9317744,0.0004340044,0.03018366,0.02180727,0.0003333742,0.002962548,0.00008496693,0.009994539],"genre_scores_gemma":[0.01152226,0.9493351,0.0016874,0.01360417,0.01622124,0.0001800017,0.002419295,0.00006151397,0.004968958],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02240825,"threshold_uncertainty_score":0.06286395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214250889031869,"score_gpt":0.3499578510655312,"score_spread":0.3285327621623443,"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."}}