{"id":"W2154257258","doi":"10.1080/02841860152708189","title":"Measuring Hypoxia in Solid Tumours&Is There a Gold Standard?","year":2001,"lang":"en","type":"article","venue":"Acta Oncologica","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Hypoxia (environmental); Comet assay; Pathology; Population; Oxygenation; Biopsy; Radiation therapy; Oxygen; Cancer research; Internal medicine; Biology; Chemistry; DNA damage; Biochemistry; DNA","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":[0.0003281701,0.0002179454,0.0003183016,0.00005758392,0.00006851548,0.00003437749,0.0003154451,0.0002621535,0.0002316378],"category_scores_gemma":[0.0001563963,0.0001874265,0.0001313575,0.0001657423,0.00007601343,0.000007224687,0.0001491733,0.0001914775,0.00003226579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007041507,"about_ca_system_score_gemma":0.0001720855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000698476,"about_ca_topic_score_gemma":0.0007925821,"domain_scores_codex":[0.9985232,0.00008542922,0.000261047,0.0004593525,0.0001987524,0.0004722584],"domain_scores_gemma":[0.9992486,0.00002040896,0.0001053694,0.0004195241,0.00008194376,0.0001241611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006836163,0.0002607409,0.01033662,0.00001763665,0.00007110996,0.00002940277,0.000256975,0.00003075465,0.9004297,0.00005319237,0.05822077,0.02960948],"study_design_scores_gemma":[0.001063696,0.0002844314,0.03330432,0.00001960097,0.00002200781,0.00004900417,0.00008642839,0.000003373505,0.02122954,0.0002166368,0.9434475,0.0002734115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687775,0.004915969,0.00006208476,0.0007139905,0.0005700591,0.0002408204,0.00003058831,0.00003021081,0.02465879],"genre_scores_gemma":[0.9867339,0.00655133,0.0006308008,0.001046222,0.001127957,0.00005167383,0.00002901034,0.00002642452,0.003802669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8852268,"threshold_uncertainty_score":0.764303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738959857619818,"score_gpt":0.2881282551047849,"score_spread":0.2507386565285867,"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."}}