{"id":"W2072896120","doi":"10.1186/1471-2407-10-154","title":"Breast cancer treatment and ethnicity in British Columbia, Canada","year":2010,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Agency; Canadian Institutes of Health Research; Shahid Beheshti University of Medical Sciences; Michael Smith Health Research BC","keywords":"Breast cancer; Medicine; Ethnic group; Surgical oncology; Cancer registry; Cancer; Incidence (geometry); Demography; Population; Stage (stratigraphy); Psychological intervention; Gynecology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003928557,0.0002181422,0.0003135686,0.001132808,0.002889592,0.0008940886,0.0008362122,0.0004086091,0.006077413],"category_scores_gemma":[0.00180516,0.0001623107,0.0003122387,0.004295334,0.0004350697,0.000217666,0.0005016821,0.0006694484,0.0004343613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0243666,"about_ca_system_score_gemma":0.03438262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996292,"about_ca_topic_score_gemma":0.9981484,"domain_scores_codex":[0.9993836,0.00006498821,0.00004698852,0.00007635824,0.0001916513,0.0002364903],"domain_scores_gemma":[0.9981878,0.0001451269,0.000233142,0.00003449756,0.000817624,0.0005818639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001670701,0.00008102901,0.9572679,0.0001795124,0.0000876038,0.0003757364,0.001074737,0.0003083968,0.0002021473,0.0003214219,0.01463752,0.02529681],"study_design_scores_gemma":[0.00002102801,0.00002579671,0.991138,0.0001741767,0.00005381549,0.0001744134,0.002099156,0.0002850134,0.00009057876,0.00008486023,0.005835435,0.00001772449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957286,0.006458313,0.0001597397,0.003925242,0.00009665805,0.00007858049,0.0131957,0.00004057054,0.01875926],"genre_scores_gemma":[0.9883665,0.002778955,0.0002232398,0.0005325245,0.00001539017,0.00003748025,0.002761779,0.00001573868,0.005268362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0243666,"threshold_uncertainty_score":0.1767929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953275720898995,"score_gpt":0.315034743508715,"score_spread":0.2755019862997251,"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."}}