{"id":"W2749435886","doi":"10.1002/cncr.30932","title":"Long‐term weight loss after colorectal cancer diagnosis is associated with lower survival: The Colon Cancer Family Registry","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"National Center for Advancing Translational Sciences; National Human Genome Research Institute; National Institutes of Health; National Cancer Institute; Fred Hutchinson Cancer Research Center","keywords":"Medicine; Hazard ratio; Weight loss; Colorectal cancer; Body mass index; Confidence interval; Weight change; Internal medicine; Cancer; Proportional hazards model; Population; Cancer registry; Obesity; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001714728,0.0004357981,0.0006680105,0.0000505574,0.0005074965,0.0001714454,0.000466704,0.000278763,0.00377449],"category_scores_gemma":[0.00006544322,0.0002725482,0.0002239462,0.0001841571,0.0007184246,0.0002114717,0.0001287081,0.0005526418,0.00001925289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185567,"about_ca_system_score_gemma":0.0008317681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01888226,"about_ca_topic_score_gemma":0.05695727,"domain_scores_codex":[0.9976671,0.00004829054,0.0003111792,0.000656456,0.0006338532,0.000683084],"domain_scores_gemma":[0.9978383,0.00009249413,0.0004653628,0.0009645395,0.0003632359,0.000276083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00160839,0.0001241628,0.953972,0.00006170612,0.0006833331,0.0002459696,0.0006615417,0.000004815663,0.0001760673,0.000003999208,0.0368213,0.005636693],"study_design_scores_gemma":[0.002703621,0.0001873582,0.9593326,0.0009972145,0.0006268847,0.000006722588,0.00004336043,0.00001499254,0.001308652,0.000007682282,0.0343541,0.0004167626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780334,0.009565173,0.000003912915,0.005918685,0.002863196,0.0007545891,0.001147697,0.00008573752,0.001627671],"genre_scores_gemma":[0.9692777,0.01704907,0.000002328296,0.002672422,0.001218218,0.003958186,0.00002203029,0.0001051804,0.0056949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03807501,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247688732484179,"score_gpt":0.3161553342382992,"score_spread":0.2913864609898812,"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."}}