{"id":"W1989311050","doi":"10.1155/2011/439456","title":"Recent Advances in the Pathobiology of Hodgkin's Lymphoma: Potential Impact on Diagnostic, Predictive, and Therapeutic Strategies","year":2011,"lang":"en","type":"article","venue":"Advances in Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"BC Cancer Agency; Canadian Institutes of Health Research","keywords":"Medicine; Lymphoma; Hodgkin lymphoma; Disease; Neoplasm; Gene expression profiling; Epidemiology; Classical Hodgkin lymphoma; Gene; Cancer research; Immunology; Pathology; Gene expression; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002249935,0.0005948378,0.0008835698,0.001497515,0.0002804004,0.001782859,0.0006044412,0.0008912371,0.002176424],"category_scores_gemma":[0.003125773,0.0002320269,0.0003882835,0.001766369,0.0009386681,0.002200769,0.0005807636,0.001728861,0.0005704783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007929277,"about_ca_system_score_gemma":0.001124825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005778149,"about_ca_topic_score_gemma":0.001129673,"domain_scores_codex":[0.9996319,0.0001260735,0.00006020814,0.00006309705,0.00008511163,0.00003372742],"domain_scores_gemma":[0.9975182,0.001505705,0.0002765047,0.00008765451,0.000437523,0.0001744871],"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":[0.0006002283,0.0001440082,0.008320333,0.004555833,0.0001130687,0.001116492,0.0001795556,0.0009750215,0.008412969,0.006375914,0.007592841,0.9616137],"study_design_scores_gemma":[0.0001088543,0.001790105,0.04725966,0.005321069,0.001292957,0.02855756,0.001363754,0.002699317,0.01272195,0.03050075,0.8681734,0.0002106277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003306175,0.9884067,0.001995899,0.004269882,0.0003941173,0.000007774449,0.00004654161,0.00003693997,0.001535948],"genre_scores_gemma":[0.02019985,0.9727877,0.003658981,0.001069649,0.001693658,0.00001199497,0.00009529182,0.000007002099,0.0004760195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002249935,"threshold_uncertainty_score":0.01189899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486100699128846,"score_gpt":0.301663234628154,"score_spread":0.2868022276368655,"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."}}