{"id":"W4387326894","doi":"10.1089/derm.2023.0255","title":"Dermatitis 2023: Where Are We Today?","year":2023,"lang":"en","type":"editorial","venue":"Dermatitis","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reprint; Dermatology; Library science; Family medicine; Computer science","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":[0.007949963,0.003994901,0.005469352,0.004583335,0.003931256,0.01033842,0.003990568,0.0247253,0.0298322],"category_scores_gemma":[0.02377385,0.001626696,0.004076059,0.002358575,0.002059133,0.005084864,0.002669943,0.02215719,0.02197727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004990295,"about_ca_system_score_gemma":0.00429739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004072083,"about_ca_topic_score_gemma":0.01498966,"domain_scores_codex":[0.994047,0.001415321,0.0007748624,0.0004267422,0.002855032,0.0004809503],"domain_scores_gemma":[0.9793059,0.007135076,0.001850753,0.0005123347,0.007701503,0.003494501],"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":[0.00003430309,0.000008889661,0.00001520065,0.0002435628,0.00001380828,0.00006626917,0.000006076698,0.00001351059,0.00002322188,0.0001233161,0.9940491,0.005402813],"study_design_scores_gemma":[0.0001333809,0.00003213012,0.0002366118,0.001234865,0.0001015524,0.0002616392,0.0000408868,0.0001089734,0.0000418016,0.0007355909,0.9970526,0.0000200329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001617117,0.01294271,0.00006044507,0.03141602,0.9532783,0.00001713364,0.00003840515,0.00003453302,0.002196264],"genre_scores_gemma":[0.0002221799,0.009610771,0.00007539464,0.02815905,0.9533576,0.00002354982,0.00003578058,0.00002935535,0.008486339],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0298322,"threshold_uncertainty_score":0.09979868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309687705032741,"score_gpt":0.2826134554481293,"score_spread":0.2695165783978019,"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."}}