{"id":"W3094785449","doi":"10.3747/co.27.6751","title":"A Pan-Canadian Prospective Study of Young Women with Breast Cancer: The Rationale and Protocol Design for the RUBY Study","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Alberta Health; Sunnybrook Health Science Centre; Alberta Cancer Foundation; Alberta Health Services; Women's College Hospital; University of Toronto; St. Michael's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Breast cancer; Prospective cohort study; Epidemiology; Fertility preservation; Family medicine; Cancer; Population; Biorepository; Protocol (science); Fertility; Biobank; Alternative medicine; Internal medicine; Pathology; Environmental health; Bioinformatics","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":[0.08170947,0.002868856,0.002891856,0.003100227,0.009741954,0.00355043,0.005712417,0.003946466,0.01343358],"category_scores_gemma":[0.05404927,0.002688856,0.002697794,0.007015498,0.004243235,0.001884313,0.002868502,0.00352174,0.003042481],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02707968,"about_ca_system_score_gemma":0.1109541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5738494,"about_ca_topic_score_gemma":0.7152024,"domain_scores_codex":[0.9414989,0.03649931,0.006363073,0.0041322,0.007917818,0.003588676],"domain_scores_gemma":[0.9767491,0.003857493,0.00195968,0.003464763,0.01113558,0.002833414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07805955,0.006913818,0.1340314,0.0370594,0.004846037,0.003292264,0.02510616,0.009811165,0.006020322,0.130564,0.3397437,0.2245522],"study_design_scores_gemma":[0.0547593,0.008923061,0.1988015,0.02418529,0.003702054,0.001076221,0.008430992,0.006890628,0.002144524,0.01809681,0.6720454,0.0009441837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008812065,0.001778498,0.01191726,0.003177562,0.0008763808,0.9495329,0.01643598,0.0001258828,0.00734357],"genre_scores_gemma":[0.01626775,0.0008845104,0.0245226,0.002050834,0.000210956,0.9521154,0.002823293,0.00002235632,0.001102312],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9729203,"threshold_uncertainty_score":0.8573206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06444276612798662,"score_gpt":0.3593609459098254,"score_spread":0.2949181797818388,"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."}}