{"id":"W2105371905","doi":"10.5539/cco.v2n1p115","title":"Comparative Effectiveness of Adjuvant Chemotherapy in Elderly Colon Cancer Patients","year":2013,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Genentech","keywords":"Medicine; FOLFOX; Oxaliplatin; Internal medicine; Colorectal cancer; Proportional hazards model; Capecitabine; Retrospective cohort study; Surgery; Cohort; Cancer; Gastroenterology","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":[0.00024931,0.000145739,0.001166177,0.00004770431,0.00001846662,0.000003356219,0.00005765036,0.000215739,0.0005219826],"category_scores_gemma":[0.00006512325,0.0001083271,0.0001087284,0.0001743833,0.0002936739,0.00005308672,0.00003473999,0.000253436,0.00001020908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898666,"about_ca_system_score_gemma":0.0003412662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902353,"about_ca_topic_score_gemma":0.0007633012,"domain_scores_codex":[0.9985541,0.0002516714,0.0005216246,0.0003315988,0.0001258353,0.000215192],"domain_scores_gemma":[0.9982394,0.001106967,0.0001692203,0.0001122302,0.0001999688,0.0001722106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003303929,0.001363117,0.820068,0.00007790951,0.0001823746,0.000007082977,0.0001363508,0.000002051452,0.0001930012,0.00001294883,0.0002032438,0.17445],"study_design_scores_gemma":[0.01505706,0.007499867,0.9735659,0.000218519,0.00008884166,0.000001101694,0.00003492605,0.00006247945,0.0008077044,0.0001414061,0.002424188,0.00009804702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936516,0.001677862,0.000001796978,0.000515076,0.000413368,0.001164995,0.00001648751,0.0000119674,0.002546878],"genre_scores_gemma":[0.9966173,0.00204471,0.00004022622,0.000498626,0.00007076476,0.000598238,0.000008904532,0.00001100957,0.0001102444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1743519,"threshold_uncertainty_score":0.5715343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.061329933702979,"score_gpt":0.4549418563758054,"score_spread":0.3936119226728264,"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."}}