{"id":"W2332879090","doi":"10.1158/1538-7445.panca2012-b74","title":"Abstract B74: Heterogeneity analysis of hypoxia in surgical samples of pancreatic cancer.","year":2012,"lang":"en","type":"article","venue":"Tumor Biology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Pancreatic cancer; Cancer; Hypoxia (environmental); Medicine; Internal medicine; Oncology; Chemistry; Oxygen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005671362,0.0001502946,0.0001976337,0.001115788,0.0003063429,0.0002672078,0.0001679244,0.0001533374,0.001355126],"category_scores_gemma":[0.000833737,0.0000869424,0.0001216633,0.000994629,0.000210749,0.0001494731,0.0002834539,0.0001625467,0.000262562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473228,"about_ca_system_score_gemma":0.0001869992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216416,"about_ca_topic_score_gemma":0.001619228,"domain_scores_codex":[0.9995812,0.00009767311,0.00004674463,0.00008743313,0.0001360137,0.0000510684],"domain_scores_gemma":[0.9994736,0.0001407822,0.0001514925,0.00006256554,0.000112685,0.00005887633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003637433,0.0002305309,0.5140975,0.0002119082,0.0001847278,0.0006071865,0.0002016702,0.0009074726,0.4471996,0.0001075704,0.0005432056,0.03207112],"study_design_scores_gemma":[0.00002916415,0.0007679138,0.9529666,0.000004212186,0.00006858764,0.001600479,0.0001339634,0.001640707,0.04152701,0.00005657803,0.00119834,0.000006390611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959254,0.0003985935,0.002282185,0.00001744893,0.000004117313,0.00005905835,0.0008031296,0.00003002729,0.0004800179],"genre_scores_gemma":[0.995499,0.0001007229,0.002301173,0.00001394553,0.00001039033,0.00008727817,0.00172666,0.0000142282,0.0002464983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001355126,"threshold_uncertainty_score":0.004533291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373809906194031,"score_gpt":0.3054123261329886,"score_spread":0.2816742270710483,"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."}}