{"id":"W3159055654","doi":"10.1002/onco.13814","title":"Opportunities for Improvement in the Administration of Neoadjuvant Chemotherapy for <scp>T4</scp> Breast Cancer: A Comparison of the U.S. and Nigeria","year":2021,"lang":"en","type":"article","venue":"The Oncologist","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Internal medicine; Chemotherapy; Cancer; Socioeconomic status; Psychological intervention; Retrospective cohort study; Surgery; Oncology; Population; Nursing","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":[0.0004197007,0.00008443387,0.0001175978,0.0002774542,0.0003448415,0.0005333592,0.000119502,0.0002063178,0.001258775],"category_scores_gemma":[0.001169456,0.0000912825,0.0001573507,0.0004782879,0.0002096235,0.0004490787,0.0004313531,0.0002586241,0.00008328174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006094821,"about_ca_system_score_gemma":0.00136215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007064892,"about_ca_topic_score_gemma":0.02324692,"domain_scores_codex":[0.9998229,0.00005284103,0.00001987904,0.00002249763,0.00002361487,0.00005832292],"domain_scores_gemma":[0.999545,0.0000805269,0.0002501584,0.000007230645,0.00003804631,0.00007903688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002092607,0.00006996017,0.9737905,0.0001264609,0.00002051026,0.0001610155,0.0005569505,0.00006482945,0.0005587073,0.0003742851,0.0003433343,0.02372416],"study_design_scores_gemma":[0.00001899026,0.0002510634,0.9887282,0.0003315921,0.00003658643,0.0004996569,0.006487719,0.0001875399,0.0002505142,0.0002263126,0.002975741,0.000006203097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949403,0.002081805,0.00007906856,0.001131692,0.00002638764,0.00001331776,0.0001339974,0.000001362771,0.001592195],"genre_scores_gemma":[0.9983463,0.00120124,0.0001294391,0.0001387882,0.000007329829,0.000007903682,0.00005710168,7.052628e-7,0.0001111552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007064892,"threshold_uncertainty_score":0.0140475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04553570216089419,"score_gpt":0.3343260649030116,"score_spread":0.2887903627421174,"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."}}