{"id":"W2059889052","doi":"10.1016/j.ijrobp.2011.11.028","title":"Development of Patients’ Decision Aid for Older Women With Stage I Breast Cancer Considering Radiotherapy After Lumpectomy","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; Health Sciences Centre; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Lumpectomy; Breast cancer; Radiation therapy; Oncology; Stage (stratigraphy); Concordance; Gynecology; Internal medicine; Confidence interval; Distress; Family medicine; Cancer; Clinical psychology; Mastectomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006674554,0.0002151449,0.0005038067,0.0002043913,0.000242488,0.000008455975,0.0004699292,0.0002512514,0.0003383681],"category_scores_gemma":[0.0001800481,0.0001762687,0.0000898374,0.0001482639,0.0001277531,0.0005005634,0.0001051902,0.0005191684,0.00001025738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625404,"about_ca_system_score_gemma":0.001653833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002218135,"about_ca_topic_score_gemma":0.0000251665,"domain_scores_codex":[0.9971038,0.0004344097,0.001429391,0.0001904764,0.0003599109,0.0004820325],"domain_scores_gemma":[0.9938945,0.001269764,0.002358323,0.0002448593,0.002020145,0.000212425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002143331,0.000371219,0.8805231,0.00005863145,0.0003570257,5.219661e-7,0.02124057,0.00009968416,0.000225766,0.0006363696,0.0002817543,0.09406199],"study_design_scores_gemma":[0.01424688,0.0004637582,0.7990306,0.0004085321,0.00004174624,0.000007893658,0.003137721,0.0002856587,0.000347579,0.0006678149,0.1810484,0.0003134328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726026,0.001062407,0.02139049,0.000888458,0.002811103,0.0008468449,0.0003172789,0.00002648021,0.000054352],"genre_scores_gemma":[0.9343045,0.0002692208,0.06258893,0.001218724,0.001025723,0.0004650283,0.00005715458,0.00004508445,0.00002565512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1807666,"threshold_uncertainty_score":0.7188029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06600670198720816,"score_gpt":0.4122535894634229,"score_spread":0.3462468874762148,"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."}}