{"id":"W4366550209","doi":"10.1007/s10549-023-06938-8","title":"Patient reported symptom burden amongst immigrant and Canadian long-term resident women undergoing breast cancer surgery","year":2023,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; McMaster University; Juravinski Hospital; Juravinski Cancer Centre","funders":"Hamilton Health Sciences Foundation; McMaster University; Hamilton Health Sciences","keywords":"Medicine; Breast cancer; Immigration; Demography; Population; Retrospective cohort study; Cohort; Cohort study; Cancer; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003179768,0.000174841,0.0002545723,0.0006090762,0.001280474,0.0009032906,0.0004381919,0.0003689811,0.002603253],"category_scores_gemma":[0.001957958,0.0001348416,0.0003771021,0.001370582,0.0004348052,0.0003034631,0.0007043553,0.0005619719,0.0001859094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003594695,"about_ca_system_score_gemma":0.005367154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7512407,"about_ca_topic_score_gemma":0.8618124,"domain_scores_codex":[0.9996339,0.00004240279,0.00003306316,0.00002750228,0.0001036511,0.0001594812],"domain_scores_gemma":[0.9991058,0.00008732456,0.0002283488,0.00001459288,0.0002546871,0.0003093009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001253097,0.00003913178,0.9938709,0.00003348029,0.00003939551,0.0001476862,0.001786563,0.00003881289,0.0001283812,0.00003115178,0.0008680615,0.002891176],"study_design_scores_gemma":[0.00000364676,0.00004631518,0.9918934,0.00002335611,0.00001808644,0.0001446094,0.007315809,0.0000549512,0.00001695766,0.000008892286,0.00046246,0.0000115926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972947,0.0001942467,0.00001006347,0.0001735339,0.000007734329,0.000009928036,0.000906302,0.000002265374,0.001401231],"genre_scores_gemma":[0.9988456,0.0002063269,0.0000334879,0.0001020741,0.000006092153,0.000006117613,0.0004697769,0.000001426694,0.0003291417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2487593,"threshold_uncertainty_score":0.5004485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08878312569479602,"score_gpt":0.3666106292993172,"score_spread":0.2778275036045212,"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."}}