{"id":"W4416384457","doi":"10.1177/12034754251396814","title":"Generalized Punctate Papillomatosis","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"","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":[0.0003530018,0.0001305601,0.000761018,0.0004081435,0.00004937857,0.00001140363,0.00004231011,0.00005804724,0.000256433],"category_scores_gemma":[0.001014686,0.00008015838,0.0002120166,0.0002308696,0.0001153141,0.00004588508,0.00001513505,0.0001379065,0.000002206779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002251368,"about_ca_system_score_gemma":0.0002111119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347699,"about_ca_topic_score_gemma":6.05231e-7,"domain_scores_codex":[0.9987731,0.00004298499,0.0006071302,0.0001039457,0.0002890002,0.0001838476],"domain_scores_gemma":[0.9983304,0.000846891,0.0002133847,0.0001320618,0.0002301791,0.0002470845],"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":[0.001537063,0.0002267015,0.347127,0.000600885,0.0008145403,0.006136027,0.0002329465,0.00000399451,0.006626732,0.0005350003,0.5710213,0.06513781],"study_design_scores_gemma":[0.01351797,0.002621368,0.1484649,0.01554998,0.006911058,0.04301855,0.002942965,0.0005816783,0.006033144,0.01406345,0.7453498,0.0009450885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616891,0.02168464,0.00003246058,0.01266345,0.0006051912,0.00006944543,0.000001034319,0.00001550892,0.003239186],"genre_scores_gemma":[0.982328,0.007664599,0.0001656326,0.008051439,0.0004868433,0.000001422091,0.000003389227,0.00001166934,0.001287027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986621,"threshold_uncertainty_score":0.3268764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819234942179884,"score_gpt":0.2806458948495051,"score_spread":0.2624535454277063,"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."}}