{"id":"W4415966100","doi":"10.1182/blood.2025029949","title":"Classic Hodgkin lymphoma with signet ring cell morphology mimicking adenocarcinoma","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Signet ring cell; Adenocarcinoma; Hodgkin lymphoma; Morphology (biology); Lymphoma; Signet ring cell carcinoma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002403395,0.0009922741,0.0006548857,0.001775832,0.0006007488,0.001166492,0.0006943888,0.001682881,0.004303497],"category_scores_gemma":[0.001559393,0.0005117789,0.00038438,0.0011735,0.0007968727,0.001576933,0.0006207582,0.0009837713,0.001344748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000674635,"about_ca_system_score_gemma":0.0003561579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000659203,"about_ca_topic_score_gemma":0.0007878956,"domain_scores_codex":[0.9996835,0.00004662101,0.00003309783,0.00005971044,0.00005680807,0.0001201587],"domain_scores_gemma":[0.999588,0.0001173521,0.00008520429,0.00005520385,0.00004186722,0.0001124373],"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":[0.0002889957,0.00005948553,0.02221951,0.0001656998,0.00002339697,0.960619,0.00009451288,0.0002088366,0.00587805,0.0007402321,0.001129601,0.00857258],"study_design_scores_gemma":[0.00004511274,0.0001365384,0.01346612,0.00002518259,0.00003195849,0.9820489,0.0001087716,0.0004665538,0.001218331,0.0007394489,0.001703789,0.000009149],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103804,0.01364717,0.005481639,0.002327676,0.0005591976,0.0003868144,0.0004776661,0.0004500402,0.06628936],"genre_scores_gemma":[0.9928821,0.00213156,0.001419687,0.0004893977,0.000730366,0.00002026131,0.0001448564,0.00002271948,0.00215905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004303497,"threshold_uncertainty_score":0.01439661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009167817723630267,"score_gpt":0.2274746615911367,"score_spread":0.2183068438675064,"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."}}