{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007305375,0.0002723714,0.0003489888,0.001245607,0.001570844,0.000955482,0.0008361262,0.0003023755,0.003024705],"category_scores_gemma":[0.002926205,0.0002421308,0.0007134444,0.004087809,0.0004729976,0.0002406532,0.0007505217,0.0005105396,0.000164821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02360699,"about_ca_system_score_gemma":0.02806439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925492,"about_ca_topic_score_gemma":0.9952853,"domain_scores_codex":[0.9987968,0.0000962,0.0001020121,0.000204117,0.0003403956,0.0004604395],"domain_scores_gemma":[0.9965899,0.0003142955,0.0009396205,0.0001161731,0.001350364,0.0006897078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005804836,0.00001153923,0.995418,0.00006333164,0.0001056589,0.00005011149,0.000324188,0.0001472859,0.0001046036,0.0001438628,0.001291321,0.002282096],"study_design_scores_gemma":[0.000005041684,0.000007249882,0.9983942,0.00003841355,0.00002726042,0.00004979875,0.000384826,0.0001396994,0.00003617395,0.00002286012,0.0008892162,0.000005313726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696206,0.003132361,0.0003737361,0.001206948,0.0000473438,0.00008449578,0.01935494,0.00002990658,0.00614965],"genre_scores_gemma":[0.9960088,0.0006577293,0.0001781038,0.0001611071,0.000006771036,0.00001815344,0.002462805,0.000006512623,0.0005000781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02360699,"threshold_uncertainty_score":0.1712815,"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."}}