{"id":"W4379330247","doi":"10.1200/jco.2023.41.16_suppl.e13088","title":"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":"Journal of Clinical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Breast Cancer Network","funders":"","keywords":"Breast cancer; Medicine; Focus group; Family medicine; Population; Information needs; Social support; Cancer; Oncology; Internal medicine; Psychology; Library science; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004710075,0.0005886284,0.0004140417,0.002791953,0.008308605,0.00146093,0.001274241,0.000672797,0.003731538],"category_scores_gemma":[0.007162605,0.0004795435,0.0006500327,0.005508446,0.0007282992,0.0007389882,0.002678777,0.001109835,0.0004908031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08393679,"about_ca_system_score_gemma":0.2127027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992521,"about_ca_topic_score_gemma":0.9961072,"domain_scores_codex":[0.9980012,0.0002411534,0.00009741945,0.000111072,0.0009051899,0.0006440718],"domain_scores_gemma":[0.9891958,0.0004201971,0.0005027307,0.00009233921,0.006875231,0.002913696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007581375,0.001776633,0.5848954,0.002613215,0.000126631,0.0008022528,0.04639249,0.0007738819,0.001038128,0.001333615,0.156507,0.2029826],"study_design_scores_gemma":[0.0001865075,0.0005532155,0.8626486,0.0006853855,0.0001154496,0.0001862295,0.06930997,0.0009023453,0.0003920174,0.0002217195,0.06470198,0.0000966961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001209,0.001586277,0.0008464715,0.01015039,0.0001349521,0.01041441,0.04720764,0.00009660165,0.02944241],"genre_scores_gemma":[0.9299224,0.003390105,0.01339565,0.003047858,0.00004953638,0.01048416,0.02550883,0.00004754232,0.01415388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08393679,"threshold_uncertainty_score":0.6090069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150959129867347,"score_gpt":0.4815359980013761,"score_spread":0.3664400850146414,"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."}}