{"id":"W2322904902","doi":"10.1097/01.cot.0000395330.94557.7b","title":"Colorectal Cancer: Best to Start Chemo by 4 Weeks After Surgery","year":2011,"lang":"en","type":"article","venue":"Oncology Times","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Adjuvant chemotherapy; Clinical trial; Chemotherapy; Adverse effect; General surgery; Randomized controlled trial; Internal medicine; Oncology; Surgery; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001455841,0.0002321007,0.0006425173,0.0001089949,0.0000504601,0.000006490143,0.00008724826,0.0002253507,0.01476173],"category_scores_gemma":[0.00006785329,0.0001962331,0.000160343,0.0002520225,0.0001426285,0.00006235137,0.00009052581,0.0001889736,0.001208033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006654343,"about_ca_system_score_gemma":0.0004199358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008120807,"about_ca_topic_score_gemma":0.0003391322,"domain_scores_codex":[0.9985584,0.00006161779,0.0002825552,0.0004260571,0.0001984662,0.0004729301],"domain_scores_gemma":[0.9990205,0.0002081274,0.00007071433,0.0002092147,0.00009398682,0.0003975121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009916394,0.00208524,0.570869,0.00004742388,0.0005195059,0.001338472,0.001179987,2.064945e-7,0.004757405,0.00001480534,0.3328397,0.07643182],"study_design_scores_gemma":[0.002692232,0.005733876,0.2393119,0.000141841,0.0004661116,0.0001892068,0.0001575321,0.00000935823,0.05816502,0.0000706369,0.6925206,0.0005416727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8781526,0.001036333,0.000002174698,0.001744942,0.0005219379,0.0004704439,0.00006402302,0.00009060372,0.1179169],"genre_scores_gemma":[0.9758299,0.0001816595,0.0005103523,0.001880294,0.0001791158,0.0008481161,0.00003082005,0.00003971958,0.0205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596808,"threshold_uncertainty_score":0.9995697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373828675431174,"score_gpt":0.3057270142357084,"score_spread":0.2719887274813966,"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."}}