{"id":"W3124357144","doi":"10.1002/ijc.33484","title":"Contemporary management of breast cancer in Nigeria: Insights from an institutional database","year":2021,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Internal medicine; Radiation therapy; Cohort; Stage (stratigraphy); Disease; Cancer; Cancer registry; Oncology; Database; Chemotherapy; Surgery","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":[0.002636132,0.000135542,0.0003282214,0.00242775,0.0004580155,0.001267656,0.0005084828,0.0003460673,0.0006510051],"category_scores_gemma":[0.009779055,0.000168239,0.0002008459,0.005675368,0.0002544898,0.0009037197,0.0009879919,0.0003170871,0.0001227796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009297747,"about_ca_system_score_gemma":0.001488993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01465137,"about_ca_topic_score_gemma":0.02797006,"domain_scores_codex":[0.9982469,0.0006902079,0.0004573282,0.0001980455,0.0002573475,0.0001501186],"domain_scores_gemma":[0.9916079,0.003137202,0.003493978,0.0004730501,0.0009478782,0.0003399456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006162385,0.00004871293,0.9860124,0.0001312362,0.00002484314,0.0002303623,0.0006404165,0.00007979291,0.00007552675,0.000184563,0.0009190223,0.01159158],"study_design_scores_gemma":[0.00001559175,0.00006367847,0.9809791,0.0005952464,0.00007303669,0.001291014,0.008248225,0.001078833,0.0002268231,0.0003340276,0.007072687,0.00002171975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879758,0.003088146,0.0003186387,0.001024808,0.00001779701,0.00006695951,0.006067676,0.000008222336,0.001432017],"genre_scores_gemma":[0.9856182,0.004195309,0.001251318,0.0003013038,0.00002573927,0.00008486403,0.008342114,0.000006386886,0.0001748449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465137,"threshold_uncertainty_score":0.02913219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05969506042030739,"score_gpt":0.3869108253670174,"score_spread":0.32721576494671,"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."}}