{"id":"W4297855501","doi":"10.1097/der.0000000000000940","title":"Granuloma Inframammary Adultorum of Erosive Papulonodular Dermatosis","year":2022,"lang":"ceb","type":"article","venue":"Dermatitis","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inframammary fold; Medicine; Dermatology; Granuloma; Pathology; Surgery","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":[],"category_scores_codex":[0.0003346581,0.000490703,0.001056119,0.0003868719,0.0006770114,0.00003708868,0.0005325619,0.000197941,0.009091124],"category_scores_gemma":[0.0001267769,0.0005685805,0.0005171587,0.0007343245,0.0003218146,0.0003653896,0.0006228292,0.0008176517,0.0003825525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305028,"about_ca_system_score_gemma":0.0004503969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003847495,"about_ca_topic_score_gemma":0.00001171018,"domain_scores_codex":[0.9958226,0.0004557469,0.001441609,0.0004773416,0.001026605,0.0007760867],"domain_scores_gemma":[0.9976729,0.0001413478,0.0007601309,0.0009922028,0.0002067365,0.0002266409],"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":[0.0002029885,0.001623142,0.241881,0.004456033,0.001790808,0.001429459,0.02497204,0.00052604,0.007432008,0.002999794,0.6733406,0.0393461],"study_design_scores_gemma":[0.005036127,0.0007113871,0.3391097,0.0005446,0.0006349294,0.0004946509,0.01361833,0.001353027,0.007700408,0.0003624314,0.6295756,0.0008588294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430815,0.0240421,0.000285882,0.009691511,0.002252907,0.001675433,0.0009758815,0.0002016018,0.01779316],"genre_scores_gemma":[0.9854466,0.002211978,0.0001574773,0.009796255,0.0001251187,0.0002232181,0.0005512781,0.0001064309,0.001381697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09722871,"threshold_uncertainty_score":0.9996766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005631702358455534,"score_gpt":0.2084729256083644,"score_spread":0.2028412232499089,"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."}}