{"id":"W7128517238","doi":"10.2196/84550","title":"A Woman With a Rapidly Enlarging Tender Papule (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Papule; Product (mathematics); Government (linguistics); Action (physics); Feature (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.000035275,0.0001612575,0.0001738851,0.00007113165,0.00008912481,0.00001719095,0.0002101283,0.0001646554,0.00006432935],"category_scores_gemma":[0.00002085441,0.0001337853,0.0000730466,0.0001187914,0.0001288896,0.000002087376,0.0001583693,0.00008892621,0.00003195521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008137283,"about_ca_system_score_gemma":0.0001519308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006583043,"about_ca_topic_score_gemma":0.00002050556,"domain_scores_codex":[0.9989895,0.00006453383,0.0001666476,0.000399941,0.00007074611,0.000308627],"domain_scores_gemma":[0.9993473,0.00001042781,0.00004877512,0.0004572745,0.00005884032,0.00007736832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00119641,0.001014107,0.541649,0.0006195937,0.001176866,0.0006870108,0.0005601431,0.0002998106,0.2012588,0.005294317,0.2280426,0.0182013],"study_design_scores_gemma":[0.00453506,0.000272671,0.2095883,0.0001212025,0.0001083284,0.001516892,0.0009711403,0.0001857683,0.1817814,0.001217627,0.598822,0.0008796008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722235,0.001773105,0.005550753,0.00136444,0.0001213977,0.0004207157,0.000005382777,0.00004781286,0.01849287],"genre_scores_gemma":[0.9957858,0.00004818692,0.0006478021,0.001876596,0.0000394206,0.000170668,0.00004071216,0.00001580282,0.00137506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3707794,"threshold_uncertainty_score":0.5455604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003278646243364133,"score_gpt":0.2407206127501246,"score_spread":0.2374419665067604,"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."}}