{"id":"W1990358661","doi":"10.1159/000225266","title":"Continuous Treatment of Non-Hodgkin’s Malignant Lymphoma with Prednimustine (Leo 1031)","year":2009,"lang":"en","type":"article","venue":"Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Lymphoma; Gastroenterology; Internal medicine; Malignant lymphoma; Chemotherapy; Surgery","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":[0.00005940173,0.0002388766,0.0008062246,0.00009480138,0.00004178862,0.00000564653,0.00005882377,0.0001436336,0.000159464],"category_scores_gemma":[0.00001244111,0.0001463904,0.0001259255,0.0001361487,0.00009242782,0.00002882267,0.00001073681,0.00002240764,0.0000494348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006758637,"about_ca_system_score_gemma":0.0004526457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144134,"about_ca_topic_score_gemma":0.0000643373,"domain_scores_codex":[0.9987999,0.00003745524,0.0003264233,0.0003295332,0.0001713345,0.0003353627],"domain_scores_gemma":[0.9990816,0.00009217079,0.0001755064,0.0003668636,0.0001131475,0.0001707703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003353729,0.02256122,0.119546,0.00003967538,0.0006568763,0.004030889,0.001004412,0.00001071807,0.00712206,0.0006489068,0.002758653,0.8382668],"study_design_scores_gemma":[0.0302756,0.09920696,0.7472797,0.0001450456,0.0009366224,0.001463388,0.0002034947,0.00007144839,0.03825564,0.00005000291,0.08189031,0.0002217922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647731,0.0006619287,0.00002438812,0.002505962,0.00009952042,0.0007436072,0.00001436765,0.00004880438,0.03112835],"genre_scores_gemma":[0.9945581,0.0003212896,0.002677243,0.0005216923,0.0001343356,0.0001059521,0.00004402277,0.00001693865,0.001620459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8380451,"threshold_uncertainty_score":0.5969625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347023933895319,"score_gpt":0.2948000815598329,"score_spread":0.2813298422208798,"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."}}