{"id":"W3041399015","doi":"10.1111/cup.13798","title":"Secondary cutaneous involvement by direct extension in high‐grade B‐cell lymphomas","year":2020,"lang":"en","type":"article","venue":"Journal of Cutaneous Pathology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Lymphoma; Pathology; Medicine; Marginal zone; Cutaneous lymphoma; Disease; Stage (stratigraphy); Dermatology; B cell; Biology; Immunology; Mycosis fungoides; Antibody","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003665751,0.0004038962,0.0012974,0.0004192814,0.00009053833,0.00003657312,0.0003490693,0.0003229823,0.0007534432],"category_scores_gemma":[0.0006330078,0.000349455,0.0002960687,0.0004882692,0.0002452718,0.00009751372,0.0001459885,0.001004622,0.00009629501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852964,"about_ca_system_score_gemma":0.0007972348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004967291,"about_ca_topic_score_gemma":0.00004468481,"domain_scores_codex":[0.9961387,0.0004217871,0.001253253,0.0005565997,0.0008972167,0.0007324522],"domain_scores_gemma":[0.9977103,0.000354149,0.0005136316,0.0003558333,0.0004472105,0.0006188505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.004685758,0.001685613,0.02018174,0.0003353293,0.0001479841,0.2452949,0.002888428,0.000268038,0.6930262,0.0000299033,0.02255751,0.008898637],"study_design_scores_gemma":[0.01621144,0.02268044,0.001745159,0.0003747378,0.0003884185,0.7902627,0.002839689,0.002112748,0.1203278,0.0009185445,0.04102331,0.001114963],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984408,0.004459635,0.00008623068,0.006793338,0.0002952916,0.0005671564,0.00004526975,0.00004481282,0.003300328],"genre_scores_gemma":[0.9911155,0.001695071,0.001040524,0.004946347,0.0002854088,0.000008274272,0.0000332497,0.00008506605,0.0007906239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5726984,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988527535218586,"score_gpt":0.2765360403710831,"score_spread":0.2566507650188973,"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."}}