{"id":"W4322769557","doi":"10.1158/1538-7445.sabcs22-p4-03-28","title":"Abstract P4-03-28: Patient Reported Symptom Burden Amongst Immigrant and Canadian Long-Term Resident Women Undergoing Breast Cancer Surgery","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Breast cancer; Logistic regression; Population; Immigration; Cancer; Comorbidity; Demography; Cohort; Retrospective cohort study; Gerontology; Family medicine; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006692459,0.0002344483,0.0002402699,0.001050637,0.001758739,0.0008518435,0.0009729216,0.0003402885,0.003442927],"category_scores_gemma":[0.002261848,0.0001938818,0.0006350792,0.002366708,0.0004416455,0.0003095566,0.0009197604,0.0005206584,0.0003101054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009465698,"about_ca_system_score_gemma":0.0151417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9402308,"about_ca_topic_score_gemma":0.9571562,"domain_scores_codex":[0.9994942,0.00004309713,0.00004876639,0.00007867355,0.0001734818,0.0001617772],"domain_scores_gemma":[0.9984893,0.00007542787,0.0005140094,0.00005597086,0.0005677997,0.0002976214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004225894,0.00001712647,0.9970848,0.00003510168,0.00002859255,0.00003340567,0.0003257351,0.00003034189,0.00005833418,0.00002782747,0.000885537,0.001430948],"study_design_scores_gemma":[0.000003362927,0.00002013637,0.9984302,0.00002802281,0.00001387327,0.00003242636,0.0008721343,0.00008649843,0.00002050783,0.00000925913,0.0004790618,0.000004586234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987729,0.0001975632,0.0000617329,0.0002284141,0.00000832433,0.00006689658,0.01027277,0.000006711106,0.001428595],"genre_scores_gemma":[0.9945246,0.0001706363,0.0001621467,0.00008565564,0.00000674329,0.00006939231,0.004284956,0.000002732837,0.0006931936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05976915,"threshold_uncertainty_score":0.1202422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209519802359566,"score_gpt":0.3947715643044051,"score_spread":0.2738195840684485,"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."}}