{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006412535,0.0002154528,0.0003534791,0.0003692177,0.0004460195,0.0002101202,0.0003774677,0.00008406933,0.0003505611],"category_scores_gemma":[0.00001043134,0.0001618196,0.00006377325,0.0009564672,0.0001840864,0.0007653243,0.00005358664,0.0002051169,0.00005288599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924731,"about_ca_system_score_gemma":0.002976418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8830397,"about_ca_topic_score_gemma":0.6814823,"domain_scores_codex":[0.99857,0.00002189043,0.0005580817,0.0001892791,0.00006593696,0.0005948428],"domain_scores_gemma":[0.9987142,0.00005159469,0.0004936592,0.0003864705,0.0001447288,0.00020932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004884804,0.0000259384,0.8632302,0.00008854861,0.0002071192,0.000002053166,0.006355029,0.001296379,7.756614e-7,0.02831177,0.04689592,0.05353743],"study_design_scores_gemma":[0.0003654624,0.00002017798,0.9694945,0.00009517101,0.00003365531,0.0001454806,0.002300537,0.0004834852,3.62621e-7,0.0007614869,0.02605898,0.0002406634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877786,0.002092667,0.0001665173,0.05443306,0.002246832,0.002345003,0.01925804,0.0001135947,0.03156563],"genre_scores_gemma":[0.9953521,0.001322574,0.00001766572,0.001519574,0.0004561812,0.0003307136,0.00008396638,0.00003150357,0.0008857011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015575,"threshold_uncertainty_score":0.6598811,"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."}}