{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004552752,0.001178135,0.001083227,0.001212774,0.001799437,0.005120223,0.001500145,0.008046771,0.02766272],"category_scores_gemma":[0.007594663,0.0003628561,0.0008162825,0.0008783952,0.0033019,0.008748047,0.00424865,0.01344461,0.01393018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793501,"about_ca_system_score_gemma":0.004716849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960231,"about_ca_topic_score_gemma":0.003851606,"domain_scores_codex":[0.9981347,0.0004591073,0.0001935999,0.00028356,0.000655335,0.0002735586],"domain_scores_gemma":[0.9942865,0.00148497,0.0003782915,0.0003125856,0.001552293,0.001985405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006558443,0.00006661812,0.0009307264,0.001009059,0.00001674169,0.0005359143,0.0002146497,0.0001132908,0.0004783728,0.01620783,0.6229577,0.3574035],"study_design_scores_gemma":[0.00001522215,0.00008096833,0.0006913291,0.002101144,0.00001454402,0.001904488,0.0005171758,0.00007875106,0.00008156485,0.01618162,0.9783127,0.0000203135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0007063712,0.3345127,0.001765634,0.5658399,0.07155997,0.0000383523,0.0001489455,0.0002400628,0.02518811],"genre_scores_gemma":[0.01083684,0.4569398,0.005176164,0.333017,0.143333,0.0001178223,0.0005598886,0.0001645073,0.04985498],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02766272,"threshold_uncertainty_score":0.09254104,"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."}}