{"id":"W4225083314","doi":"10.1097/der.0000000000000884","title":"Consort Allergic Contact Dermatitis: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; Allergic contact dermatitis; Demographics; Dermatology; Immunology; Allergy; Nursing; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000547052,0.001191158,0.009556884,0.0005040285,0.0003300446,0.0001640123,0.0006877396,0.0003405338,0.01189609],"category_scores_gemma":[0.0009012573,0.0009692468,0.002334576,0.000748581,0.00007667649,0.0002721243,0.0003339542,0.001187069,0.001648266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005670334,"about_ca_system_score_gemma":0.0009364302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006074938,"about_ca_topic_score_gemma":0.00002728951,"domain_scores_codex":[0.993054,0.0009165597,0.003336103,0.0007418125,0.001202647,0.0007488202],"domain_scores_gemma":[0.9949433,0.001101394,0.00166056,0.0017307,0.0001393963,0.0004246297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[3.258527e-7,0.00007324557,0.000001248057,0.7934594,0.001099251,0.00170035,0.00006690111,2.110963e-8,1.053746e-8,0.0002718161,0.1718736,0.03145379],"study_design_scores_gemma":[0.0002902283,0.00005368428,0.000007575628,0.4508784,0.005815616,0.00903347,0.00003492922,0.00000351486,8.470673e-8,0.000006385646,0.5333921,0.0004839906],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.263889e-7,0.9724084,0.00001662368,0.001469668,0.0005599334,0.008384629,0.0003944912,0.0003883333,0.01637762],"genre_scores_gemma":[0.000006366174,0.9631265,0.00009580315,0.02778153,0.0001456094,0.00452518,0.001997388,0.0002128085,0.002108785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3615184,"threshold_uncertainty_score":0.9992758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259935578426342,"score_gpt":0.3129128710486916,"score_spread":0.2703135152644282,"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."}}