{"id":"W2082312403","doi":"10.1080/02841860152703508","title":"Non-constant Tumour Blood Flow&Implications for Therapy","year":2001,"lang":"en","type":"article","venue":"Acta Oncologica","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; U.S. Department of Health and Human Services","keywords":"Medicine; Blood flow; Radiation therapy; Perfusion; Repopulation; Hypoxia (environmental); Chemotherapy; Pathology; Internal medicine; Oncology; Biology; Stem cell","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001468117,0.0001588728,0.0001968111,0.00002851911,0.0001609225,0.00002416993,0.0002572087,0.0001840442,0.00007432485],"category_scores_gemma":[0.0000780476,0.0001302215,0.0001523867,0.00009608646,0.00007125286,0.00000384114,0.00005411725,0.00007082341,0.00001066399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001299317,"about_ca_system_score_gemma":0.0001500152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001051791,"about_ca_topic_score_gemma":0.00007041066,"domain_scores_codex":[0.9990494,0.0000225428,0.0001901003,0.0003645519,0.0000586268,0.0003147599],"domain_scores_gemma":[0.9992791,0.00003059662,0.00008963925,0.0003880213,0.0001118778,0.0001008098],"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":[0.0001520142,0.000260678,0.0007345768,0.000003028589,0.00006494788,4.634358e-7,0.00002624846,0.00000646911,0.9337139,0.0001720188,0.04210191,0.02276381],"study_design_scores_gemma":[0.001421875,0.0004226059,0.01049412,0.000002799941,0.00003925937,0.00004651843,0.00001755033,0.000005048602,0.02294544,0.0005496907,0.9638606,0.0001944986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768307,0.003255485,0.001969604,0.002850215,0.0007629099,0.0008399166,0.0001240246,0.00004277429,0.01332439],"genre_scores_gemma":[0.9743889,0.01207422,0.006057755,0.002055999,0.002152213,0.0004317372,0.0002365706,0.00002599803,0.002576632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9217587,"threshold_uncertainty_score":0.5310277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367124181493403,"score_gpt":0.3054740194717869,"score_spread":0.2718027776568528,"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."}}