{"id":"W2893000112","doi":"10.1200/jgo.18.56200","title":"Chronic Inflammation Toward Cancer Incidence: An Epidemiological Systematic Review","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Internal medicine; Incidence (geometry); Prostate cancer; Inflammation; Epidemiology; Oncology; Breast cancer; Prospective cohort study; Nested case-control study; Cancer prevention; Cohort; Immunology","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":[0.001510719,0.0001567465,0.0008277161,0.00002291075,0.00005178057,0.00001045844,0.0003528714,0.000254687,0.00009063748],"category_scores_gemma":[0.001060184,0.0001098446,0.0002075176,0.0001225697,0.0001711716,0.00001714408,0.00007383124,0.0001466095,0.00001736921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004126307,"about_ca_system_score_gemma":0.001007907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004001524,"about_ca_topic_score_gemma":0.0003738843,"domain_scores_codex":[0.9979118,0.0005364249,0.0009145571,0.0001936395,0.000187038,0.000256534],"domain_scores_gemma":[0.9980332,0.00002951188,0.0009545556,0.0002364516,0.0005680521,0.0001782496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001586419,0.0004617638,0.01019947,0.06897707,0.001533533,0.00002214276,0.0003296319,0.0002333181,0.255203,0.003523818,0.6025462,0.05538366],"study_design_scores_gemma":[0.002141095,0.01020192,0.008532845,0.01503549,0.001293023,0.002243465,0.0001302943,0.00007003398,0.002590638,0.0009560964,0.9562674,0.000537665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4024646,0.549165,0.004841049,0.009487588,0.02977558,0.001411668,0.00004595148,0.00002610446,0.00278249],"genre_scores_gemma":[0.7262366,0.1392878,0.001793711,0.006655537,0.1257087,0.00008176157,0.00002208973,0.00002407309,0.0001896667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4098771,"threshold_uncertainty_score":0.4479332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581188792409103,"score_gpt":0.3758941535517747,"score_spread":0.3500822656276837,"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."}}