{"id":"W4414703511","doi":"10.21518/ms2025-373","title":"Chronic inflammatory diseases of the external genitalia in men","year":2025,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"External genitalia; Etiology; Sex organ; Pemphigus; Betamethasone; Differential diagnosis; Drug","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009519977,0.0002133026,0.0004368124,0.0001050943,0.00007807181,0.000009071447,0.0003847594,0.0002210253,0.0008870717],"category_scores_gemma":[0.005255007,0.0001424857,0.0001892796,0.0005110496,0.0004771325,0.00007157581,0.0001667976,0.0005304721,0.00004570697],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343609,"about_ca_system_score_gemma":0.01997054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002715709,"about_ca_topic_score_gemma":0.0006358595,"domain_scores_codex":[0.995303,0.0001231027,0.00067287,0.0003185641,0.003031336,0.0005510747],"domain_scores_gemma":[0.9980103,0.000203518,0.0001127835,0.0005620964,0.000392334,0.0007190168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002056534,0.001749927,0.7356753,0.007187858,0.0001416357,0.0009427637,0.0009998977,0.00001446247,0.0006955289,0.005992986,0.1796368,0.06490625],"study_design_scores_gemma":[0.009049254,0.0002588324,0.9004397,0.001638645,0.0002989819,0.00004024382,0.000305773,0.001226071,0.0003389241,0.003864194,0.08227536,0.0002639687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258639,0.02936805,0.00007509031,0.009894736,0.002111335,0.001149959,0.00008453891,0.00009041001,0.031362],"genre_scores_gemma":[0.9927293,0.0001167822,0.0000131745,0.003108824,0.0005826991,0.00007170667,0.00001082749,0.0000167184,0.00334998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647644,"threshold_uncertainty_score":0.9855853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793506072812316,"score_gpt":0.2805888549155827,"score_spread":0.2626537941874595,"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."}}