{"id":"W2142220672","doi":"10.1002/hon.2266","title":"Non‐Hodgkin lymphoma in Romania: a single‐centre experience","year":2015,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hodgkin lymphoma; Lymphoma; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001343706,0.0001989765,0.0007297712,0.00008517747,0.00002912699,0.0000109399,0.0001086898,0.0003128811,0.0002124561],"category_scores_gemma":[0.0002713999,0.0001366124,0.00009659115,0.0002338935,0.0001590308,0.00005236951,0.0001018314,0.00008105567,0.0004024055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008590516,"about_ca_system_score_gemma":0.0002382214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000737645,"about_ca_topic_score_gemma":0.00011499,"domain_scores_codex":[0.99845,0.00008054148,0.0003948759,0.0004154645,0.0002161099,0.0004429463],"domain_scores_gemma":[0.9990346,0.000180753,0.00008903204,0.0002573421,0.00007115807,0.0003670903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009859959,0.01345539,0.9141741,0.00004311652,0.00006560051,0.02355479,0.003765803,0.000002241021,0.000770908,0.008740263,0.009525836,0.024916],"study_design_scores_gemma":[0.04318297,0.01005175,0.6351006,0.0003096215,0.0001926126,0.01030581,0.007086362,0.0004774278,0.01308387,0.002301394,0.2771174,0.0007901562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493597,0.0004537044,0.00001376495,0.003880129,0.0001889321,0.0003899709,0.000001319004,0.00007401843,0.0456385],"genre_scores_gemma":[0.9960523,0.0000224216,0.001804856,0.001682468,0.00005507465,0.0001359159,0.00001051581,0.0000110481,0.0002254495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2790735,"threshold_uncertainty_score":0.5570891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06943261231885393,"score_gpt":0.3354643070766122,"score_spread":0.2660316947577582,"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."}}