{"id":"W2035680293","doi":"10.1023/a:1025476722493","title":"Necrosis and Hypoxia in Invasive Breast Carcinoma","year":2003,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"Medical Research and Materiel Command; Canadian Institutes of Health Research; Bayer Corporation","keywords":"Hypoxia (environmental); Necrosis; Stromal cell; Pathology; Biology; Breast cancer; Ductal carcinoma; Immunohistochemistry; Tumor hypoxia; Cancer research; Medicine; Internal medicine; Cancer; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001721436,0.0001807246,0.0001957561,0.000108403,0.0001331383,0.00005397335,0.00006730761,0.00009556414,0.00004867541],"category_scores_gemma":[0.00001688921,0.0001501279,0.00004052762,0.0001615392,0.0002085771,0.00000794974,0.00006658127,0.00009248592,0.000003642063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009723046,"about_ca_system_score_gemma":0.0003832722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005103232,"about_ca_topic_score_gemma":0.00606215,"domain_scores_codex":[0.9986029,0.0001158723,0.0001327563,0.000488706,0.0001713647,0.0004883525],"domain_scores_gemma":[0.9993526,0.00002316595,0.00002529292,0.0002415693,0.0001043772,0.0002529808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002014235,0.001052536,0.3865374,0.0001046392,0.0003527751,0.00005928286,0.0007926244,0.000009792663,0.3281859,0.001106269,0.003505625,0.2762789],"study_design_scores_gemma":[0.005535949,0.0006910792,0.8904874,0.00005416391,0.00003412674,0.00070174,0.0004048272,0.00000375495,0.04372216,0.0004010313,0.05761307,0.000350642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811352,0.0169347,0.000001757871,0.0003950427,0.0001165195,0.0003485533,0.0002448742,0.000004609529,0.0008187553],"genre_scores_gemma":[0.9809713,0.01710433,0.00004817482,0.00005234954,0.0003130633,0.000293862,0.00002735735,0.00002057923,0.001168995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5039501,"threshold_uncertainty_score":0.7714594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928528411454619,"score_gpt":0.3072722259162705,"score_spread":0.2779869418017243,"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."}}