{"id":"W2794031477","doi":"10.1158/1538-7445.sabcs17-p3-08-12","title":"Abstract P3-08-12: Prognostic relevance of neutrophil-to-lymphocyte ratio (NLR) in young women with breast cancer (BC)","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Proportional hazards model; Internal medicine; Breast cancer; Prospective cohort study; Pregnancy; Oncology; Clinical significance; Survival analysis; Stage (stratigraphy); Hazard ratio; Cancer; Gynecology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005924044,0.0002308027,0.0004889463,0.0004328315,0.0001223611,0.00004274325,0.0002745706,0.0001093046,0.001473702],"category_scores_gemma":[0.0001116558,0.0001808037,0.00004342356,0.001236986,0.0005384546,0.000166675,0.0001008184,0.0005604765,0.0000733422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002068225,"about_ca_system_score_gemma":0.002193793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03710197,"about_ca_topic_score_gemma":0.02442967,"domain_scores_codex":[0.996892,0.0000646225,0.0004060495,0.0006069912,0.001019724,0.001010622],"domain_scores_gemma":[0.9979545,0.0001306952,0.0001009772,0.0005623433,0.0008287004,0.0004227605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02159919,0.0004718929,0.7849102,0.001135543,0.0002135787,0.0002027065,0.008070987,0.0004355309,0.1076152,0.00008048042,0.004453155,0.07081152],"study_design_scores_gemma":[0.003015626,0.001234351,0.9789486,0.001220843,0.00002055419,0.00003091589,0.000486292,0.00009610243,0.01029214,0.00003205718,0.004381389,0.0002411226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942145,0.000712511,0.00001511616,0.001607204,0.0002264905,0.001232107,0.0001449349,0.00003384277,0.001813339],"genre_scores_gemma":[0.9954677,0.001279544,0.00006524196,0.0001394887,0.000797683,0.0009626671,0.000005922309,0.00006902629,0.001212677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940384,"threshold_uncertainty_score":0.9994391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578594428916057,"score_gpt":0.3799066116589658,"score_spread":0.3341206673698052,"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."}}