{"id":"W3036598961","doi":"10.1002/hed.26315","title":"Association between nutritional risk index and outcomes for head and neck cancer patients receiving concurrent chemo‐radiotherapy","year":2020,"lang":"en","type":"article","venue":"Head & Neck","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Chemoradiotherapy; Head and neck cancer; Radiation therapy; Internal medicine; Retrospective cohort study; Multivariate analysis; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001320691,0.0001765421,0.0003849773,0.00004680119,0.0001324972,0.00003537491,0.00004426562,0.0001307226,0.0000540746],"category_scores_gemma":[0.0003285281,0.0001682491,0.00008809134,0.00009386123,0.00004306082,0.0001001883,0.00002945834,0.0001534776,0.000002249654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475113,"about_ca_system_score_gemma":0.0000686866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003597417,"about_ca_topic_score_gemma":0.00001925656,"domain_scores_codex":[0.9987791,0.00004372334,0.0003022296,0.0003209809,0.0003000713,0.0002538687],"domain_scores_gemma":[0.9990953,0.0002140833,0.0001938563,0.00008248587,0.0001570411,0.0002571949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444721,0.0000925037,0.9730048,0.0003553031,0.0003820007,9.755856e-7,0.0002861995,2.373807e-7,0.00005322042,0.000005513618,0.005073444,0.0205013],"study_design_scores_gemma":[0.007915625,0.0002401554,0.9793872,0.0002256011,0.0002303167,4.012255e-7,0.00001619764,0.0004942692,0.0001900525,0.00004880332,0.01108483,0.0001665476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915716,0.001264976,0.00007056231,0.005465269,0.0001508812,0.0009686486,0.0004043276,0.00006001573,0.00004370126],"genre_scores_gemma":[0.996329,0.0005484729,0.0008297478,0.001494116,0.0004148192,0.0001834007,0.0001290389,0.0000316279,0.00003978555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033476,"threshold_uncertainty_score":0.6861001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479366955947077,"score_gpt":0.3135078762188489,"score_spread":0.2887142066593781,"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."}}