{"id":"W2054676440","doi":"10.5539/cco.v2n2p70","title":"Outcome of Multimodality Therapy for Elderly Colorectal Cancer Patients","year":2013,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Chemotherapy; Multimodality; Internal medicine; Radiation therapy; Multimodal therapy; Regimen; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472936,0.0001365291,0.0007930617,0.00002346747,0.00006038275,0.00000435631,0.00004964954,0.0001727717,0.0003244063],"category_scores_gemma":[0.0001395479,0.0000903196,0.0001975575,0.00005768422,0.0002754121,0.0000394479,0.00003346185,0.0001314623,0.000002590029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452737,"about_ca_system_score_gemma":0.0001961238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125517,"about_ca_topic_score_gemma":0.0008875619,"domain_scores_codex":[0.9987661,0.00004097283,0.0006019848,0.0002858619,0.00009556112,0.0002094791],"domain_scores_gemma":[0.9987323,0.0005026363,0.0001840158,0.00008980304,0.0003500019,0.0001412902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123266,0.0006073673,0.6027687,0.00002711467,0.0002614897,4.560233e-7,0.00008369819,1.478114e-7,0.00004501971,0.00001232214,0.0009968934,0.3940735],"study_design_scores_gemma":[0.01085497,0.0102134,0.9638492,0.00001927104,0.0001695473,4.396948e-7,0.00006185942,0.00004713196,0.0001795166,0.000125995,0.01438613,0.000092577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920595,0.002376701,0.000005889052,0.002413207,0.0007131535,0.001312673,0.00008590987,0.00001617686,0.001016829],"genre_scores_gemma":[0.9924883,0.004410316,0.0001957379,0.001229794,0.0002169493,0.001063553,0.0000100645,0.00001241519,0.0003729007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939809,"threshold_uncertainty_score":0.3683126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09827503156415217,"score_gpt":0.4715838681131591,"score_spread":0.3733088365490069,"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."}}