{"id":"W4220963054","doi":"10.1093/jjco/hyac037","title":"International variations in lymphoma incidence in children and adolescents","year":2022,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Pediatrics; Lymphoma; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00148515,0.00006263924,0.0004386077,0.0002017213,0.00002988087,0.000005047197,0.0001157163,0.00005940462,0.0001246869],"category_scores_gemma":[0.0008969995,0.00004928258,0.00009372143,0.0001611872,0.00005124876,0.00008716873,0.0001100383,0.0002263348,0.000003696062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036337,"about_ca_system_score_gemma":0.0003463714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001400953,"about_ca_topic_score_gemma":0.00005040317,"domain_scores_codex":[0.998189,0.0002803904,0.001032304,0.0001280668,0.0002577293,0.000112522],"domain_scores_gemma":[0.9988492,0.0004979257,0.0003820919,0.00007626871,0.0000713905,0.000123196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008852826,0.00365121,0.9448693,0.000001429901,0.00005527915,0.0004845293,0.0002995287,0.00004188129,0.0000239825,0.00007958407,0.00005881434,0.04954911],"study_design_scores_gemma":[0.01491907,0.001563157,0.9797844,0.00003251262,0.00003251406,0.002223544,0.0001662415,0.0002164367,0.000004017518,0.0001510386,0.0008680298,0.00003901354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942767,0.00006255532,0.000002734251,0.004741226,0.0003098967,0.0001336766,0.0000020057,0.000002600426,0.0004686309],"genre_scores_gemma":[0.9978166,0.0001783925,0.0004908869,0.001325807,0.0001511626,0.00001329513,0.000002963931,0.000004101503,0.00001675143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0495101,"threshold_uncertainty_score":0.2009685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350785686497237,"score_gpt":0.3995799566491181,"score_spread":0.3645013879993944,"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."}}