{"id":"W4301225935","doi":"10.1158/1055-9965.1387.19.6","title":"Highlights of This Issue","year":2010,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glioma; Medicine; Malignancy; Nitrosamine; Carcinogenesis; Astrocytoma; Internal medicine; Carcinogen; Cancer; Oncology; Cancer research; Chemistry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00233865,0.0009345249,0.0009536077,0.001311798,0.001976165,0.007497409,0.002511858,0.006532129,0.2628165],"category_scores_gemma":[0.01040189,0.0004027387,0.00103243,0.0009096629,0.0009625087,0.003887146,0.002852428,0.006172142,0.1206613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493682,"about_ca_system_score_gemma":0.004582267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103386,"about_ca_topic_score_gemma":0.001501983,"domain_scores_codex":[0.997827,0.0002737039,0.0001623165,0.0003439533,0.001027101,0.0003658028],"domain_scores_gemma":[0.9936566,0.0008326736,0.0003388481,0.0004477323,0.002653141,0.002070977],"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":[0.00002842818,0.00002159322,0.0001326276,0.0001872658,0.000005842189,0.00007615674,0.00002754003,0.00001578785,0.0001209644,0.001700827,0.9521456,0.0455374],"study_design_scores_gemma":[0.000006743857,0.000009148207,0.0001394041,0.0001062333,0.000003489676,0.00008637728,0.00003721757,0.00001244435,0.00004720229,0.0006759617,0.9988725,0.000003221058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005055176,0.02131418,0.0009741135,0.172864,0.699665,0.0001710342,0.001309084,0.000624203,0.1025729],"genre_scores_gemma":[0.005807218,0.02959603,0.001272684,0.1185913,0.4927785,0.000230441,0.002446736,0.0006372434,0.3486398],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2628165,"threshold_uncertainty_score":0.8792087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058299052511077,"score_gpt":0.3309498547011399,"score_spread":0.3103668641760292,"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."}}