{"id":"W3029560485","doi":"10.3747/co.27.5769","title":"A Population-Based Analysis of Breast Cancer Incidence and Survival by Subtype in Ontario Women","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada); Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Government of Ontario; Cancer Care Ontario","keywords":"Medicine; Breast cancer; Oncology; Cancer registry; Internal medicine; Cancer; Incidence (geometry); Cohort; Population; Estrogen receptor; Triple-negative breast cancer; Progesterone receptor; Epidemiology; Gynecology","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":[0.00006339401,0.0001019545,0.0003140012,0.0000532222,0.0000202121,0.000002987665,0.00007014635,0.00006332267,0.00008242733],"category_scores_gemma":[0.00002321769,0.00009771828,0.00004241056,0.0002312833,0.00005450431,0.000002464797,0.00006080831,0.00006947247,4.744574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363609,"about_ca_system_score_gemma":0.0002258488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02512843,"about_ca_topic_score_gemma":0.2290535,"domain_scores_codex":[0.9992786,0.00005732649,0.0001740487,0.0002660111,0.00007159463,0.0001524332],"domain_scores_gemma":[0.9996681,0.00002479559,0.0000974387,0.00009140295,0.00005167811,0.00006659737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631698,0.0001119362,0.9931903,0.00001425953,0.0002359097,8.364355e-7,0.0004458631,0.0001648064,0.001564678,0.000004431564,0.0001466321,0.003857175],"study_design_scores_gemma":[0.0007740961,0.0001121592,0.995721,0.0000064721,0.0001445235,4.396514e-7,0.00007119845,0.0001710573,0.0001764124,0.000004391519,0.002729421,0.00008877636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977505,0.001155013,0.00004761265,0.000695915,0.000100431,0.00007510913,0.0001416657,0.000003638621,0.00003008286],"genre_scores_gemma":[0.9994085,0.0001296446,0.00002373277,0.0001356914,0.00003208186,0.00005332525,0.0002047157,0.00000541487,0.00000684655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039251,"threshold_uncertainty_score":0.9813634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513590580201886,"score_gpt":0.3339015981269687,"score_spread":0.2987656923249498,"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."}}