{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161574,0.0001159348,0.0002013387,0.0004975906,0.0002465775,0.0003045288,0.0001439676,0.0001800874,0.001279755],"category_scores_gemma":[0.001594089,0.00008832785,0.0001853427,0.0006132395,0.0001614268,0.0001833732,0.0002086518,0.000343565,0.0001182332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550127,"about_ca_system_score_gemma":0.000282942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283642,"about_ca_topic_score_gemma":0.003838264,"domain_scores_codex":[0.9998749,0.00002609573,0.00001994299,0.00002234651,0.00003223087,0.00002451002],"domain_scores_gemma":[0.9989895,0.0001882516,0.0005339019,0.00002944399,0.00008778045,0.0001711713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004773494,0.000007764133,0.9993997,0.000002650033,0.000007875367,0.00001502319,0.000006587129,0.00001118085,0.00005155243,0.000002161412,0.00001657053,0.0004313304],"study_design_scores_gemma":[0.000002715103,0.00006627592,0.9995388,0.000002119976,0.0000133576,0.0001491116,0.00003630443,0.00008717814,0.00004204634,0.000006420495,0.00005433505,0.000001262012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994572,0.0001803912,0.00003099683,0.00002229709,0.000002166706,0.000003978719,0.0001253498,0.000001437743,0.0001762622],"genre_scores_gemma":[0.9997184,0.00004750167,0.00004166988,0.000005484525,0.000003180453,0.00000346341,0.0001452481,4.694525e-7,0.00003453563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002283642,"threshold_uncertainty_score":0.004540682,"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."}}