{"id":"W2904178658","doi":"10.3747/co.25.4069","title":"Hypertension as a Predictor of Advanced Colorectal Cancer Outcome and Cetuximab Treatment Response","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; BC Cancer Foundation; University of British Columbia; University of Toronto; Queen's University; BC Cancer Agency; Ottawa Hospital; Princess Margaret Cancer Centre; University of Ottawa","funders":"","keywords":"Cetuximab; Medicine; Colorectal cancer; Internal medicine; Oncology; Proportional hazards model; Multivariate analysis; Cancer; Bevacizumab; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001985279,0.0002038094,0.0006929845,0.000152149,0.00007661656,0.000004557053,0.000065163,0.000134164,0.0001901566],"category_scores_gemma":[0.0003419756,0.0001546138,0.000111849,0.0001358995,0.0004990864,0.00004800232,0.00004409229,0.0001220588,0.00002331519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631532,"about_ca_system_score_gemma":0.0006863475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009906581,"about_ca_topic_score_gemma":0.0000799575,"domain_scores_codex":[0.9986331,0.0002022152,0.0003797776,0.0003290685,0.0001650825,0.0002906852],"domain_scores_gemma":[0.9988802,0.0003347197,0.0001703506,0.0002397581,0.0002148002,0.00016014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1418589,0.002541774,0.163543,0.0002023415,0.0002176272,0.0001420183,0.002879,0.000001239269,0.1202007,0.0000338582,0.002287174,0.5660923],"study_design_scores_gemma":[0.01355928,0.02087537,0.4473138,0.0002483671,0.0003585634,0.0006263735,0.0004625257,0.0001587819,0.01611978,0.00001452261,0.500062,0.0002005769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867928,0.009707451,0.000003791554,0.001283453,0.001297964,0.00058905,0.00003076967,0.00004527886,0.0002494185],"genre_scores_gemma":[0.9949809,0.003510857,0.0001029489,0.0001291466,0.0005363885,0.0001349135,0.00001236011,0.00002333009,0.0005691469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5658917,"threshold_uncertainty_score":0.6304969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07534495596535001,"score_gpt":0.4061791131114803,"score_spread":0.3308341571461303,"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."}}