{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005019067,0.0002913514,0.0003214087,0.0004320965,0.0006507266,0.001184899,0.0001800627,0.0007028751,0.008883132],"category_scores_gemma":[0.002378112,0.0001338506,0.0004828974,0.0006300884,0.0002879347,0.000769974,0.0004209531,0.001260052,0.000865406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531054,"about_ca_system_score_gemma":0.0002301244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527598,"about_ca_topic_score_gemma":0.005963016,"domain_scores_codex":[0.9998274,0.00003910409,0.00001676293,0.00003456523,0.00003293136,0.00004925062],"domain_scores_gemma":[0.9990618,0.00009951532,0.0003931815,0.00003499585,0.0001042252,0.0003064072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001370322,0.0008164711,0.9136421,0.0002545573,0.0003485537,0.0004013342,0.0006547837,0.0001369529,0.001481436,0.0009543962,0.0127174,0.06722156],"study_design_scores_gemma":[0.0002408113,0.000838163,0.9864402,0.0001009109,0.0002013799,0.0005236543,0.0003278198,0.00009294378,0.0001682083,0.0007911169,0.01024984,0.00002486236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653037,0.006214444,0.0003461067,0.01180313,0.0005185925,0.00005766609,0.001606731,0.00004486904,0.01410472],"genre_scores_gemma":[0.9852416,0.002494437,0.0002354418,0.003713151,0.0007402606,0.00003543579,0.001152235,0.00001288258,0.00637456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008883132,"threshold_uncertainty_score":0.02971697,"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."}}