{"id":"W2981498497","doi":"10.3747/co.26.5003","title":"Cross-Canada Differences in Early-Stage Breast Cancer Treatment and Acute-Care Use","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Nova Scotia Health Authority; CancerCare Manitoba; University of Toronto; University Health Network; Dalhousie University; University of Manitoba; Princess Margaret Cancer Centre; Queen's University","funders":"Department of Health, Western Cape Government; Canadian Institutes of Health Research; Dalhousie University; Nova Scotia Department of Health and Wellness; University of Manitoba","keywords":"Medicine; Stage (stratigraphy); Breast cancer; Cancer; Oncology; Intensive care medicine; Gynecology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016601,0.000128321,0.0003154098,0.00005574035,0.00004119338,0.00002203691,0.00004060824,0.00005889883,0.0006343571],"category_scores_gemma":[0.000003104834,0.00009609042,0.00003410856,0.00009408954,0.00006423271,0.00007886103,0.0000307702,0.0001474492,0.00001276315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009488898,"about_ca_system_score_gemma":0.0007759379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1528521,"about_ca_topic_score_gemma":0.4425227,"domain_scores_codex":[0.9992691,0.0000299261,0.0001482684,0.0002532974,0.00008112004,0.0002182981],"domain_scores_gemma":[0.9995772,0.00005215995,0.00004841484,0.0001476508,0.00006404029,0.0001105072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565525,0.0001349386,0.9743364,0.00004387064,0.00004620841,0.00002547098,0.0003157038,0.000001825252,0.0001488845,0.0000446142,0.0001613686,0.02458414],"study_design_scores_gemma":[0.002344425,0.0004480229,0.8998049,0.00004989593,0.00006680931,0.00003693313,0.0001352445,0.000008824456,0.00008982095,0.000001689438,0.09692691,0.00008650143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959807,0.001003074,7.289556e-7,0.000389746,0.00137361,0.0004025785,0.0002056168,0.00001502618,0.0006288678],"genre_scores_gemma":[0.9966353,0.001400461,0.000004566196,0.00009994448,0.0001103213,0.0001196354,0.00001838122,0.000009368411,0.001602053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2896707,"threshold_uncertainty_score":0.8527892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07150747597048143,"score_gpt":0.396774890931151,"score_spread":0.3252674149606696,"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."}}