{"id":"W4296131408","doi":"10.1158/1557-3265.sarcomas22-ia017","title":"Abstract IA017: Impact of oxygen and nutrient availability on sarcoma tumor neighborhood","year":2022,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypoxia (environmental); Bioenergetics; Biology; Mitochondrion; Reactive oxygen species; Glycolysis; Oxidative stress; Cellular respiration; Cell biology; Metabolism; Oxygen; Biochemistry; Chemistry","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":[0.0001476805,0.0001786724,0.0002708469,0.0005804462,0.0003741404,0.0005743155,0.0002223048,0.000344139,0.009024688],"category_scores_gemma":[0.0004115306,0.0000633048,0.0001542248,0.0004947065,0.0002366635,0.0001790761,0.0004477702,0.0003776937,0.001209742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009280077,"about_ca_system_score_gemma":0.0006456582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174669,"about_ca_topic_score_gemma":0.006321216,"domain_scores_codex":[0.9998395,0.00002707961,0.000007543107,0.0000207994,0.00006523425,0.00003986253],"domain_scores_gemma":[0.9998341,0.00004006105,0.00002201194,0.000008225094,0.00002509035,0.00007048335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005897669,0.0007626825,0.04066383,0.001591201,0.0001146423,0.005063285,0.0003428338,0.004091769,0.3197364,0.006989987,0.09434982,0.5203958],"study_design_scores_gemma":[0.0003389113,0.003149968,0.371396,0.0003986993,0.0002968385,0.00933684,0.001468204,0.006240201,0.1676572,0.004493122,0.4351436,0.00008043487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467788,0.0402355,0.001108312,0.004762162,0.001593451,0.0001170697,0.003538576,0.000347159,0.101519],"genre_scores_gemma":[0.9592986,0.01119195,0.0008900602,0.0003487207,0.0002078265,0.00004582756,0.002458866,0.00005305039,0.02550525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009024688,"threshold_uncertainty_score":0.03019059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003069719965232,"score_gpt":0.4633063034763304,"score_spread":0.3629993314798072,"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."}}