{"id":"W4402708788","doi":"10.1158/1538-7755.disp24-b006","title":"Abstract B006: Reduced survival outcomes in lower income quintile groups for women with breast cancer treated with chemotherapy in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; London Health Sciences Centre","funders":"","keywords":"Medicine; Breast cancer; Chemotherapy; Cancer; Oncology; Demography; Internal medicine","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":[0.0006571746,0.0002683812,0.0004006319,0.0009505312,0.002059967,0.001119923,0.0009375808,0.0003040974,0.002980163],"category_scores_gemma":[0.002789709,0.0001912957,0.0007901031,0.004108357,0.00059847,0.0003154685,0.0007320197,0.0005525094,0.0001916346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0285713,"about_ca_system_score_gemma":0.03794163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962231,"about_ca_topic_score_gemma":0.997426,"domain_scores_codex":[0.9992388,0.00007265548,0.00005166323,0.0001240895,0.0002051267,0.0003076128],"domain_scores_gemma":[0.9975074,0.0001337226,0.0006791761,0.00008311434,0.001070823,0.0005257754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009495917,0.00001283239,0.9925289,0.00005992234,0.00005597683,0.00005760477,0.0003935903,0.0001230493,0.00008579558,0.0001093968,0.003660552,0.002817418],"study_design_scores_gemma":[0.000009696549,0.00000843705,0.9978726,0.00003857711,0.00003045615,0.00003047434,0.000472205,0.0002013139,0.00003051267,0.00003366755,0.001266417,0.000005601954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478362,0.002061285,0.0003739721,0.0022763,0.00005440161,0.00009913882,0.03993573,0.00002903944,0.007334042],"genre_scores_gemma":[0.9931892,0.0004067807,0.0001693293,0.00020688,0.00001019446,0.00002502378,0.004995033,0.000006743837,0.0009908626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0285713,"threshold_uncertainty_score":0.2073002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568358051760596,"score_gpt":0.2962928532587984,"score_spread":0.2806092727411924,"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."}}