{"id":"W4410876218","doi":"10.1016/j.jgo.2025.102260","title":"Impact of geriatric assessment on decision-making for adjuvant chemotherapy in older patients with breast cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"American Society of Clinical Oncology; AstraZeneca; Conquer Cancer Foundation","keywords":"Medicine; Breast cancer; Adjuvant chemotherapy; Oncology; Internal medicine; Adjuvant; Geriatric oncology; Chemotherapy; Cancer","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":[0.002031205,0.0002894143,0.0005691745,0.0005216833,0.0006399393,0.001124933,0.0002722467,0.0005002016,0.001863243],"category_scores_gemma":[0.02576668,0.0001389608,0.0009615321,0.0005349309,0.000255292,0.0008826623,0.0009123086,0.00113228,0.0001731998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008870144,"about_ca_system_score_gemma":0.001516365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734776,"about_ca_topic_score_gemma":0.019839,"domain_scores_codex":[0.9987277,0.000619108,0.0001969916,0.00006842292,0.0002329817,0.0001546237],"domain_scores_gemma":[0.994033,0.0028661,0.001384841,0.0001019946,0.000623478,0.0009904823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00179604,0.0006308347,0.9279798,0.0001380533,0.0004590511,0.0002844605,0.0007221343,0.001287142,0.00009851216,0.0001502174,0.002522543,0.06393117],"study_design_scores_gemma":[0.000164695,0.001288873,0.987807,0.0004084073,0.0005043485,0.0004188035,0.001937885,0.004192843,0.0001350391,0.000934436,0.00215743,0.00005031356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894662,0.00271403,0.0001134832,0.00336672,0.0001360088,0.00002702489,0.0001688753,0.000006447331,0.004001157],"genre_scores_gemma":[0.9986585,0.0005283847,0.0001864313,0.0003199457,0.0000578642,0.000008180072,0.0001127239,0.000001474707,0.0001264033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00734776,"threshold_uncertainty_score":0.01460999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007140549596801122,"score_gpt":0.3766948366225775,"score_spread":0.3695542870257764,"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."}}