{"id":"W2592990023","doi":"10.1097/01.cot.0000514199.12210.f5","title":"Active Patients May Have Better Metastatic Colorectal Cancer Outcomes","year":2017,"lang":"en","type":"article","venue":"Oncology Times","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Internal medicine; Gastrointestinal cancer; Clinical trial; Oncology; Disease; Chemotherapy","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":[],"category_scores_codex":[0.0000833106,0.0001607951,0.0004720175,0.00005668979,0.0002117214,0.00002448304,0.0001599094,0.0001107137,0.0020362],"category_scores_gemma":[0.000119155,0.0001226676,0.0001308777,0.00002202395,0.0002139508,0.0001130776,0.00009266948,0.0002086333,0.0001391594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218336,"about_ca_system_score_gemma":0.0002154056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915467,"about_ca_topic_score_gemma":0.006027322,"domain_scores_codex":[0.9990698,0.0000575431,0.0001634345,0.000254632,0.0001853489,0.0002692031],"domain_scores_gemma":[0.9991356,0.0001140748,0.0001834375,0.0003130161,0.000135822,0.0001180111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003890166,0.0002071197,0.89144,0.00002307012,0.0003676063,0.00006509112,0.001405248,2.626452e-7,0.00009499216,0.00003643413,0.01742582,0.08854539],"study_design_scores_gemma":[0.002520421,0.0005507029,0.8970852,0.00002690216,0.0003239749,0.000006217187,0.000330244,0.00001110133,0.002250601,0.0001079934,0.09664102,0.0001456593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090786,0.00007868857,0.000003895111,0.008654733,0.001170732,0.0003327039,0.00008594507,0.00003273498,0.08056197],"genre_scores_gemma":[0.9795385,0.00002483093,0.0001443259,0.002522694,0.0001471682,0.0001530034,0.00003591203,0.00002249661,0.01741109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08839973,"threshold_uncertainty_score":0.9988761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698577760559499,"score_gpt":0.3575020613164037,"score_spread":0.3305162837108087,"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."}}