{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004375765,0.0002802684,0.0003333401,0.001461074,0.001400621,0.0005959072,0.0007666211,0.0003085233,0.001612686],"category_scores_gemma":[0.001488562,0.0003234368,0.0006609638,0.004582556,0.000432866,0.0002941753,0.0005792246,0.0003082737,0.0002418585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01720499,"about_ca_system_score_gemma":0.01463838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974712,"about_ca_topic_score_gemma":0.9783201,"domain_scores_codex":[0.999375,0.00003497886,0.00004438448,0.0001203186,0.0002497126,0.0001755804],"domain_scores_gemma":[0.9988093,0.00005745039,0.0003416756,0.00006666435,0.0004999836,0.0002248914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004275142,0.000008420695,0.9980033,0.00001520029,0.00003242867,0.00003988023,0.0002120334,0.00007940015,0.00009235787,0.00002291492,0.000582069,0.0008692286],"study_design_scores_gemma":[0.0000044029,0.00001213485,0.9991154,0.000005940183,0.00001392087,0.00003074166,0.0002080852,0.0001381062,0.00001134475,0.000007826026,0.0004492566,0.000002889478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867383,0.0003246879,0.0001031953,0.0001656665,0.000006716688,0.00005368682,0.01066045,0.00001521357,0.001932132],"genre_scores_gemma":[0.9944181,0.0002431421,0.0001201578,0.00004611894,0.000005845176,0.0000355634,0.004594449,0.000004493524,0.0005321761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02528805,"threshold_uncertainty_score":0.1248315,"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."}}