{"id":"W2320098097","doi":"10.1097/dcr.0b013e31829ab0d4","title":"The Prognostic Significance of Pretreatment Leukocytosis in Patients With Anal Cancer Treated With Radical Chemoradiotherapy or Radiotherapy","year":2013,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Leukocytosis; Surgical oncology; Chemoradiotherapy; Radiation therapy; Anal cancer; Internal medicine; Colorectal surgery; Oncology; Cancer; Gastroenterology; General surgery; Abdominal surgery","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":[0.00003897409,0.0001812968,0.0004063447,0.00004707166,0.00006807664,0.00001196045,0.0001687424,0.00003819555,0.0001343525],"category_scores_gemma":[0.00004708002,0.0000706868,0.0001035408,0.0004492624,0.000378443,0.000042059,0.00001478339,0.00009127956,4.970166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174298,"about_ca_system_score_gemma":0.0003067603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008593285,"about_ca_topic_score_gemma":0.0003659019,"domain_scores_codex":[0.9988913,0.0000858409,0.000227646,0.0002140146,0.0003574413,0.0002237929],"domain_scores_gemma":[0.9990879,0.0001817674,0.0001796458,0.0002896652,0.0001509912,0.0001099793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01221439,0.0007700215,0.9798467,0.00007998604,0.0002588962,0.000005573548,0.0001169911,0.00003561812,0.0006812439,0.000003940329,0.0002130801,0.005773537],"study_design_scores_gemma":[0.004430778,0.003766623,0.9856113,0.0003047747,0.0002123989,0.000002064018,0.00004613018,0.0001967455,0.00525183,0.000008621569,0.00006785234,0.0001009379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955391,0.001576424,0.000002463373,0.0008157563,0.00002802254,0.001952862,0.0000364979,0.00001518257,0.0000337447],"genre_scores_gemma":[0.9989191,0.0001639415,0.00005377539,0.0001088998,0.00002874939,0.0004324731,0.000008526536,0.00002307508,0.0002614821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007783616,"threshold_uncertainty_score":0.2882524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006784186166196669,"score_gpt":0.2277393847764503,"score_spread":0.2209551986102536,"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."}}