{"id":"W3181401834","doi":"10.14740/jmc3718","title":"Lymphomatoid Papulosis Development in Acute Lymphoblastic Leukemia","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphomatoid papulosis; Mycosis fungoides; Lymphoma; Dermatology; Incidence (geometry); Biopsy; Lymphoproliferative disorders; Pathology","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":[0.0007924392,0.0001652539,0.0005967358,0.0002886485,0.00005868772,0.00003317638,0.0001961351,0.0001875663,0.002128405],"category_scores_gemma":[0.005516089,0.0001269608,0.0001629938,0.0004900146,0.0001220187,0.00007679444,0.0001219296,0.0003947548,0.00004752974],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269377,"about_ca_system_score_gemma":0.01122658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002678519,"about_ca_topic_score_gemma":0.0001287608,"domain_scores_codex":[0.9958606,0.0001479972,0.0008607281,0.0001932896,0.002561039,0.0003762978],"domain_scores_gemma":[0.9979001,0.0005794098,0.0001607826,0.0001695561,0.0005420286,0.0006480935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002531821,0.002108086,0.1944726,0.0005120152,0.001028828,0.6461348,0.001624791,0.00002797032,0.007553625,0.0002079022,0.01404102,0.1297566],"study_design_scores_gemma":[0.02002419,0.001421293,0.07875388,0.003700385,0.0002894038,0.7793496,0.002872096,0.001346969,0.06352033,0.0001553256,0.04803782,0.0005287285],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914961,0.002973362,0.0002019359,0.004373364,0.0001819828,0.00009689791,0.000002546753,0.000009983264,0.0006638064],"genre_scores_gemma":[0.9949383,0.001826187,0.001085122,0.001468588,0.0001875879,0.000006745946,0.000008181348,0.00002388261,0.0004554807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1332148,"threshold_uncertainty_score":0.9987838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733022627644443,"score_gpt":0.3303541559020409,"score_spread":0.3030239296255965,"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."}}