{"id":"W3116952626","doi":"10.1093/jjco/hyaa228","title":"Survival and prognostic association in stage IV colorectal cancer patients treated with chemotherapy in Bangladesh","year":2020,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Hazard ratio; Carcinoembryonic antigen; Confidence interval; Internal medicine; Proportional hazards model; Oncology; Colorectal cancer; Univariate analysis; Cancer; Multivariate analysis","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":[0.0005921263,0.0001113133,0.0009145861,0.00006360472,0.00001921411,0.000005717709,0.00004183799,0.000130404,0.00005400052],"category_scores_gemma":[0.001179659,0.00006980089,0.00007175994,0.0002534735,0.00006611847,0.00007492903,0.00001712133,0.0003664846,0.000001013751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003760579,"about_ca_system_score_gemma":0.0002523997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556858,"about_ca_topic_score_gemma":0.001583474,"domain_scores_codex":[0.9983816,0.0002136958,0.0008266504,0.0001598168,0.0002386024,0.0001796427],"domain_scores_gemma":[0.9980427,0.001014294,0.0005180225,0.00002914527,0.0002295914,0.0001662564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01383588,0.001177315,0.9730426,0.00001489404,0.0001973602,0.0002146417,0.001505028,0.000008044406,0.00008997142,0.000001892972,0.0000309752,0.009881401],"study_design_scores_gemma":[0.02180977,0.01598099,0.9608086,0.00004726838,0.00007803825,0.00000770566,0.0005128436,0.0001105954,0.00003604637,0.000003222234,0.0005409679,0.00006398866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918537,0.00009394886,3.615586e-7,0.00702748,0.00009206917,0.0003346853,0.000003522866,0.000005857665,0.0005883502],"genre_scores_gemma":[0.9986223,0.0003635486,0.00006759812,0.0007250195,0.0001476676,0.00001847343,0.000002168125,0.000009474977,0.00004373218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480368,"threshold_uncertainty_score":0.2846397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036997270774147,"score_gpt":0.3862260525461404,"score_spread":0.3358560798383989,"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."}}