{"id":"W4200170980","doi":"10.14740/wjon1422","title":"Advances in Oncology in US and Japan: Focusing on Cancer and Infectious Diseases","year":2021,"lang":"en","type":"review","venue":"World Journal of Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Japan Agency for Medical Research and Development","keywords":"Medicine; Cancer; Oncology; Medical physics; Internal medicine; Intensive care medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576134,0.0002423727,0.002512204,0.00105234,0.00004420401,0.00001252137,0.00005764378,0.0001993045,0.0001227749],"category_scores_gemma":[0.0001215863,0.0001879462,0.0001831923,0.0005940245,0.0001433426,0.0001112721,0.00005481571,0.001129728,0.000001102503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418237,"about_ca_system_score_gemma":0.002031387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008202339,"about_ca_topic_score_gemma":0.009100073,"domain_scores_codex":[0.9982077,0.0003242759,0.0008508099,0.0002525506,0.0001215839,0.0002430514],"domain_scores_gemma":[0.9983164,0.0006316917,0.0006825657,0.0001052846,0.00009133031,0.0001727159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000100848,0.000317274,0.01825131,0.001666897,0.00008317272,0.001009404,0.00005079056,0.00001027511,0.000001183456,0.0001391959,0.0002377337,0.9781319],"study_design_scores_gemma":[0.002121906,0.001541803,0.00303416,0.01362492,0.0008475709,0.003260117,0.00003224463,3.785761e-7,4.909057e-7,0.00005754183,0.9753383,0.0001405644],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003566119,0.9869647,9.287443e-7,0.0006111387,0.001151609,0.000312106,0.000006534044,0.00000509425,0.007381772],"genre_scores_gemma":[0.001930224,0.9967336,0.00003096648,0.0003461671,0.0006714973,0.00005556461,0.000002674402,0.00002549901,0.0002038185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9779913,"threshold_uncertainty_score":0.7664225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812552449825803,"score_gpt":0.4272642712101323,"score_spread":0.3891387467118743,"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."}}