{"id":"W2778936640","doi":"10.1002/pbc.26932","title":"Children and adolescents with marginal zone lymphoma have an excellent prognosis with limited chemotherapy or a watch‐and‐wait strategy after complete resection","year":2017,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Chemotherapy; Pediatrics; Resection; Lymphoma; General surgery; Surgery; 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":[0.00007245282,0.000343229,0.0004201383,0.00008826511,0.0002822336,0.0001696187,0.00009416811,0.0001015272,0.00006386806],"category_scores_gemma":[0.000004288521,0.0002071205,0.0000413045,0.00009858007,0.0001403214,0.0001985618,0.00004478326,0.00009369139,0.000002601043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009008271,"about_ca_system_score_gemma":0.0002050205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291524,"about_ca_topic_score_gemma":0.002319268,"domain_scores_codex":[0.9983815,0.0000316485,0.0002049244,0.0006215753,0.0003705419,0.0003898001],"domain_scores_gemma":[0.9988992,0.00001306507,0.0002072118,0.0004381947,0.0001230627,0.0003192384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00741076,0.001637756,0.9710933,0.0001893318,0.0003686335,0.0001877163,0.0002351774,0.000001378134,0.00001769004,0.000001177947,0.0001097329,0.01874733],"study_design_scores_gemma":[0.02363278,0.004173065,0.9687878,0.0003580844,0.001737526,0.0003346553,0.00004364518,0.00004831788,0.0004504223,0.00000215531,0.0001414374,0.0002900401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995079,0.00262814,0.00000657873,0.0009859578,0.00003940332,0.001102169,0.00006600693,0.00004779864,0.00004489801],"genre_scores_gemma":[0.9896728,0.008128691,0.0002792076,0.0002313092,0.0008556224,0.0005612276,0.00002762471,0.00005477398,0.0001887497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845729,"threshold_uncertainty_score":0.844613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719357246242409,"score_gpt":0.2628523312091852,"score_spread":0.2456587587467611,"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."}}