{"id":"W2168861745","doi":"10.1002/hon.2210","title":"I. Hodgkin lymphoma: special challenges and solutions","year":2015,"lang":"en","type":"review","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"BC Cancer Foundation","keywords":"Hodgkin lymphoma; Lymphoma; Medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003313172,0.0004800095,0.004058341,0.0001449359,0.00008619238,0.00001140179,0.0001165967,0.001219948,0.0002508337],"category_scores_gemma":[0.0002259717,0.0002890508,0.0004391103,0.0001132468,0.0003175969,0.00002612317,0.0002526659,0.0002026825,0.0006144091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008005736,"about_ca_system_score_gemma":0.0009455692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004886501,"about_ca_topic_score_gemma":0.00001741048,"domain_scores_codex":[0.9976627,0.000313654,0.0006352703,0.0006598014,0.000217474,0.0005110711],"domain_scores_gemma":[0.9982455,0.000601091,0.0002695653,0.0003544287,0.00008339523,0.0004459659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002474157,0.00140566,0.000007579452,0.002851233,0.0002654834,0.002311295,0.00004576359,2.543466e-9,6.026543e-9,0.02658738,0.01137859,0.9551222],"study_design_scores_gemma":[0.001976612,0.001319015,0.0001350025,0.001742338,0.0019869,0.01308793,0.00004520729,4.710443e-7,1.004125e-7,0.0008863621,0.9785734,0.0002466687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001914341,0.9295292,9.582941e-7,0.001121016,0.0004075229,0.0009044446,0.00001975777,0.00008879603,0.06790917],"genre_scores_gemma":[0.00003917148,0.9972658,0.0005204957,0.0001676768,0.001153042,0.0004958561,0.00008499688,0.00002898913,0.0002439578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9671948,"threshold_uncertainty_score":0.9999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2753937735336374,"score_gpt":0.4161582098693922,"score_spread":0.1407644363357548,"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."}}