{"id":"W4403213850","doi":"10.3390/curroncol31100448","title":"The Impact of Neoadjuvant versus Adjuvant Chemotherapy on Survival Outcomes in Locally Advanced Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Breast cancer; Oncology; Chemotherapy; Hazard ratio; Internal medicine; Cohort; Neoadjuvant therapy; Cancer; Proportional hazards model; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.009088103,0.000170952,0.0007806077,0.0005099963,0.0001687081,0.0005454136,0.0002098541,0.0003257136,0.0008884692],"category_scores_gemma":[0.02867036,0.00008355426,0.001479981,0.0006453678,0.0003804138,0.000553127,0.0004411854,0.0005961574,0.00009815667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005462148,"about_ca_system_score_gemma":0.0007727193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007355494,"about_ca_topic_score_gemma":0.001914813,"domain_scores_codex":[0.9939593,0.004121208,0.0006966905,0.0003926673,0.0006192329,0.0002109061],"domain_scores_gemma":[0.9539548,0.03403624,0.008929135,0.001531833,0.000775279,0.0007728179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06181519,0.0007803357,0.7664095,0.001804138,0.004689826,0.0003018868,0.0003499118,0.002160994,0.00238849,0.0003664082,0.0005590837,0.1583743],"study_design_scores_gemma":[0.001231509,0.02105645,0.9660383,0.0002516244,0.004967718,0.0005655364,0.0002159863,0.001690314,0.001478086,0.0006274735,0.00182985,0.00004704857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830208,0.01488885,0.0006436016,0.0002386503,0.00004419241,0.00004205479,0.0002686169,0.000005647136,0.0008475708],"genre_scores_gemma":[0.9978293,0.001408602,0.0002787406,0.0001173419,0.00005863138,0.00003137755,0.0001891861,0.000003891855,0.00008292292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009088103,"threshold_uncertainty_score":0.04806304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044320448596736,"score_gpt":0.4256386196488957,"score_spread":0.3813181710521597,"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."}}