{"id":"W4379233122","doi":"10.3390/nu15112611","title":"Serum Essential Elements and Survival after Cancer Diagnosis","year":2023,"lang":"en","type":"article","venue":"Nutrients","topic":"Trace Elements in Health","field":"Nursing","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Quartile; Internal medicine; Hazard ratio; Proportional hazards model; Cancer; Gastroenterology; Prospective cohort study; Cause of death; Breast cancer; Confidence interval; Disease","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":[0.0002573731,0.000165853,0.0001829314,0.0001468154,0.0001662594,0.00005347576,0.0001349385,0.00008114958,0.0007788613],"category_scores_gemma":[0.00004892628,0.0001714315,0.00003824115,0.0004281182,0.00004966617,0.0001659248,0.0001262858,0.0001526364,0.0002079757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228406,"about_ca_system_score_gemma":0.00001804638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699885,"about_ca_topic_score_gemma":0.0002593877,"domain_scores_codex":[0.9981601,0.00008659864,0.0003039428,0.0003952255,0.0004581381,0.00059601],"domain_scores_gemma":[0.9993882,0.00008558197,0.00008476614,0.0002377582,0.00004740227,0.0001563369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001716817,0.0001081044,0.9565745,0.00009300814,0.00002861898,0.00001281572,0.0004283724,0.000004224068,0.00003131897,0.00001107493,0.01355571,0.02898056],"study_design_scores_gemma":[0.001837661,0.00009118314,0.9195198,0.0001020182,0.00004347136,5.939725e-7,0.0001193452,0.0001059564,0.001582692,0.0001669907,0.07622176,0.0002084618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912586,0.0002828315,0.00000251512,0.002280944,0.005184167,0.0004202628,0.0002763988,0.0001977382,0.00009655991],"genre_scores_gemma":[0.9971958,0.0003975618,0.0001038061,0.000488314,0.0004016757,0.001014177,0.00002477193,0.00004509274,0.0003288356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06266605,"threshold_uncertainty_score":0.8527986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048298961387103,"score_gpt":0.3379231848461666,"score_spread":0.3174401952322956,"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."}}