{"id":"W4241852210","doi":"10.1097/der.0000000000000274","title":"Perianal Dermatitis","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Neurodermatitis; Contact dermatitis; Psoriasis; Allergic contact dermatitis; Irritant contact dermatitis; Allergy; Contact allergy; Patch test; Eczematous dermatitis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005966022,0.0001660672,0.0003221544,0.0000758407,0.0006194605,0.0003424088,0.0002357007,0.00007690669,0.002006075],"category_scores_gemma":[0.0001391858,0.0001531601,0.0001476979,0.00003118631,0.0001242044,0.0004737282,0.0001031852,0.0001488464,0.0006691749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869163,"about_ca_system_score_gemma":0.00007022038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625607,"about_ca_topic_score_gemma":0.0002102404,"domain_scores_codex":[0.99896,0.00001896011,0.0002799156,0.0001829441,0.0002755269,0.0002826952],"domain_scores_gemma":[0.9987351,0.00002355939,0.0001595742,0.0008080356,0.0000933176,0.0001803594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000006098553,0.0001677036,0.182098,0.000448161,0.0002993578,0.002601054,0.001453449,0.000001721225,0.001017602,0.008205337,0.6801304,0.1235711],"study_design_scores_gemma":[0.0008197933,0.00002919549,0.7049571,0.0001324214,0.00003179239,0.0007646695,0.0000642615,0.0002570881,0.001506706,0.00021651,0.2910824,0.0001380317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6890308,0.000565331,0.0005276775,0.06505045,0.0007240092,0.0003872296,0.00005507189,0.0002136666,0.2434457],"genre_scores_gemma":[0.9863899,0.0003287366,0.00105606,0.009149591,0.0002727352,0.00002710242,0.00003525016,0.00002444744,0.002716161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5228591,"threshold_uncertainty_score":0.9989063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181637855572016,"score_gpt":0.2710540928903388,"score_spread":0.2528903073331372,"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."}}