{"id":"W2133575187","doi":"10.1158/0008-5472.can-04-0289","title":"Quantifying Transient Hypoxia in Human Tumor Xenografts by Flow Cytometry","year":2004,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Hypoxia (environmental); Flow cytometry; Tumor hypoxia; Medicine; Pathology; Cancer research; Internal medicine; Immunology; Chemistry; Radiation therapy","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":[0.0006844064,0.0001730649,0.0002202096,0.0002531701,0.0001886482,0.00005465624,0.0003658462,0.000135654,0.00008365508],"category_scores_gemma":[0.0000596412,0.0001755357,0.00009982366,0.0006206967,0.000207258,0.000008096428,0.0001054206,0.000408315,0.00001609771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472601,"about_ca_system_score_gemma":0.0003671966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122804,"about_ca_topic_score_gemma":0.00191742,"domain_scores_codex":[0.9978368,0.0001125255,0.0002521244,0.0005693644,0.0004701392,0.0007590188],"domain_scores_gemma":[0.9991962,0.00001173955,0.00003396391,0.000414392,0.0001481746,0.0001955112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009796827,0.0001108362,0.0004373486,0.00005020509,0.00002337113,0.000007370783,0.0001762918,0.0002467742,0.9849154,0.00004807791,0.01000823,0.003878114],"study_design_scores_gemma":[0.002125906,0.0001931261,0.003650136,0.00007853895,0.000007592064,0.000008673015,0.0001866515,0.000007027506,0.6534886,0.0000672215,0.3399078,0.0002787893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978421,0.01934993,0.000254361,0.0003010603,0.000613963,0.000351873,0.00007651395,0.00001497015,0.0006162939],"genre_scores_gemma":[0.9947885,0.002616546,0.0001785617,0.0001977517,0.001316966,0.0002099931,0.00008016584,0.00004534152,0.0005661958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3314269,"threshold_uncertainty_score":0.7158139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06469110279816502,"score_gpt":0.3930682549567973,"score_spread":0.3283771521586322,"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."}}