{"id":"W4388536914","doi":"10.1016/s0960-9776(23)00621-5","title":"PO55 IDENTIFYING THE EDUCATION, INFORMATION AND SUPPORT NEEDS OF CANADIANS DIAGNOSED WITH BREAST CANCER: A CANADIAN BREAST CANCER NETWORK (CBCN) ASSESSMENT PROJECT","year":2023,"lang":"en","type":"article","venue":"The Breast","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Oncology; Family medicine; Internal medicine; Cancer; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003295106,0.000744342,0.0005191371,0.003717964,0.005636491,0.001913442,0.002161395,0.0008094794,0.004734227],"category_scores_gemma":[0.009129545,0.0003496601,0.001556754,0.007892392,0.0005273627,0.0006787339,0.002564368,0.001172361,0.000623815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08531975,"about_ca_system_score_gemma":0.2656156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980215,"about_ca_topic_score_gemma":0.9984999,"domain_scores_codex":[0.9974655,0.0002270568,0.0001095368,0.0001140787,0.001212285,0.0008715813],"domain_scores_gemma":[0.9895028,0.0003499505,0.0004841992,0.000110745,0.007453947,0.002098313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000546316,0.0008587925,0.7538418,0.001117217,0.0003566407,0.0001874792,0.003941186,0.002048555,0.0002647042,0.003018617,0.1296912,0.1041274],"study_design_scores_gemma":[0.0001446388,0.0002610893,0.9370075,0.0005670674,0.0003376195,0.00006229647,0.01209154,0.002680843,0.0002713672,0.000447975,0.04606563,0.00006251924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6882516,0.001992864,0.001499,0.01467976,0.0002488201,0.005410502,0.2311245,0.000121604,0.05667138],"genre_scores_gemma":[0.8868929,0.003357669,0.008320613,0.002860213,0.00007336041,0.004230029,0.07071801,0.00004711779,0.02350006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08531975,"threshold_uncertainty_score":0.619041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647969720470941,"score_gpt":0.2495487340006269,"score_spread":0.2330690367959175,"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."}}