{"id":"W4224318531","doi":"10.3390/curroncol29050246","title":"Cutaneous Involvement in Diseases with Plasma Cell Differentiation: Diagnostic Approach","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plasma cell; Computational biology; Bioinformatics; Pathology; Immunology; Biology; Multiple myeloma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006946483,0.001162775,0.0006656462,0.004786945,0.0007881002,0.001258251,0.0008173469,0.001635391,0.002657871],"category_scores_gemma":[0.001743697,0.000378694,0.0004620992,0.001162313,0.001245101,0.002306133,0.001299099,0.001723396,0.001239788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006687269,"about_ca_system_score_gemma":0.000560617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009279727,"about_ca_topic_score_gemma":0.0009748812,"domain_scores_codex":[0.9996257,0.0001173203,0.00007323865,0.00005351406,0.00006007378,0.00007008376],"domain_scores_gemma":[0.9995652,0.000169389,0.00006147369,0.00003041444,0.0001052017,0.00006826043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002966446,0.0002820265,0.08091621,0.002539999,0.0001137938,0.5209962,0.001246535,0.001002992,0.02221037,0.00615916,0.01370678,0.3505292],"study_design_scores_gemma":[0.00001703469,0.0001306527,0.01737335,0.001046606,0.0001033978,0.9352371,0.001927566,0.00137591,0.002772962,0.005131838,0.03482676,0.00005690796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2153336,0.5855188,0.07371797,0.01839214,0.00325747,0.0007950309,0.0004818084,0.000744885,0.1017584],"genre_scores_gemma":[0.742092,0.198094,0.041609,0.004576066,0.005752789,0.0001938627,0.000411493,0.00007312545,0.007197613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004786945,"threshold_uncertainty_score":0.008891404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05682965910018145,"score_gpt":0.3409303066406721,"score_spread":0.2841006475404907,"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."}}