{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003306507,0.0001970867,0.0002563489,0.0004188258,0.0002296348,0.0003177659,0.0001897301,0.0003089734,0.0007463938],"category_scores_gemma":[0.001336409,0.0001722924,0.0002756084,0.0006225233,0.0001657792,0.0001835917,0.0003175966,0.0004770549,0.0001129406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483814,"about_ca_system_score_gemma":0.0002692175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004365751,"about_ca_topic_score_gemma":0.00436028,"domain_scores_codex":[0.9997973,0.00004892905,0.0000188522,0.00005202921,0.00002628332,0.00005662796],"domain_scores_gemma":[0.9992076,0.0001626877,0.0003165521,0.00006579149,0.0000841506,0.0001633073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003625611,0.00001827482,0.9981311,0.000009509197,0.00005489827,0.00004705942,0.00002541177,0.00005896498,0.0002017197,0.00001469827,0.00004911958,0.001026616],"study_design_scores_gemma":[0.00001632211,0.0001099042,0.9991446,0.000004817456,0.00004041292,0.000159059,0.00003616922,0.0001668121,0.00009433474,0.00003942137,0.0001852262,0.000002929792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988171,0.0005477203,0.00009278912,0.0000302885,0.000004846372,0.000002225173,0.0003197074,0.000002714563,0.0001826064],"genre_scores_gemma":[0.9994506,0.0001144819,0.00003328879,0.000009266976,0.000003931031,0.000001946326,0.0002749578,6.561798e-7,0.0001109681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004365751,"threshold_uncertainty_score":0.008680642,"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."}}