{"id":"W4399122083","doi":"10.1200/jco.2024.42.16_suppl.e12664","title":"Trends and outcomes in patients receiving neoadjuvant chemotherapy for breast cancer in Ontario: A population-based study.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","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; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Oncology; Chemotherapy; Internal medicine; Neoadjuvant therapy; Population; Cancer; 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":[0.0003661202,0.0002328695,0.0003255137,0.0009015485,0.001321789,0.0006668519,0.0006847966,0.0003740389,0.001579116],"category_scores_gemma":[0.001309247,0.0004319608,0.000583742,0.003791563,0.0004494658,0.0004254344,0.0006300411,0.0004033475,0.0002574432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01154328,"about_ca_system_score_gemma":0.01181487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9525927,"about_ca_topic_score_gemma":0.974206,"domain_scores_codex":[0.9994727,0.00003095462,0.00004950976,0.0001035795,0.000179571,0.000163735],"domain_scores_gemma":[0.9985276,0.00006679941,0.0006574882,0.00006188927,0.0004229473,0.000263219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002761533,0.00001154739,0.9983587,0.00001942194,0.0000219451,0.00004011356,0.0002367194,0.00002361051,0.00008971419,0.00001651281,0.0004922177,0.0006618767],"study_design_scores_gemma":[0.000004349369,0.00001149034,0.9990814,0.00001064343,0.00001180412,0.00003128665,0.0002980806,0.00007330048,0.00001022486,0.000006661249,0.0004579491,0.000002916858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860095,0.0005205203,0.00008971948,0.0003142776,0.000008889567,0.00005788241,0.01096516,0.00001073573,0.002023228],"genre_scores_gemma":[0.9957339,0.0003086501,0.0001012863,0.00009808714,0.000006017833,0.00003962659,0.003056465,0.000004050857,0.0006518232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04740727,"threshold_uncertainty_score":0.09537286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371382527443628,"score_gpt":0.4172799214966643,"score_spread":0.3801416687523015,"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."}}