{"id":"W2114201736","doi":"10.1200/jco.2005.09.500","title":"Not Working 3 Years After Breast Cancer: Predictors in a Population-Based Study","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"Canadian Institutes of Health Research; Canadian Breast Cancer Research Alliance","keywords":"Medicine; Breast cancer; Population; Cohort; Relative risk; Cancer; Relative survival; Cancer registry; Demography; Cohort study; Internal medicine; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817476,0.00009203655,0.0008618684,0.0001694942,0.00001180918,0.000006965767,0.000098217,0.0002106566,0.000415465],"category_scores_gemma":[0.0003276837,0.00007284429,0.0002720809,0.0001901696,0.00003363358,0.00006332291,0.00002055033,0.0008014981,0.000006280759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391833,"about_ca_system_score_gemma":0.001018124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005965472,"about_ca_topic_score_gemma":0.02086556,"domain_scores_codex":[0.997453,0.0002907856,0.001562978,0.0001481207,0.000369545,0.0001755483],"domain_scores_gemma":[0.9982211,0.0006423322,0.0006331095,0.0001339799,0.0001430742,0.0002264163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004787379,0.001102699,0.826403,0.00000580106,0.00006821033,0.0003338072,0.0002838541,0.0001355702,0.000001486187,0.000001198612,0.0001705507,0.1667065],"study_design_scores_gemma":[0.005945559,0.001953616,0.9754099,0.0001502922,0.000165053,0.00003609773,0.0001772265,0.00009923564,9.807648e-7,0.000005493115,0.01599247,0.00006408553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989018,0.0002347723,0.000007794966,0.008814382,0.001540631,0.0001718601,0.00000458328,0.000007653389,0.000200291],"genre_scores_gemma":[0.9931017,0.0000485426,0.0001560023,0.003848762,0.002729351,0.00001196726,9.675961e-7,0.00001394082,0.00008880422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666424,"threshold_uncertainty_score":0.9970011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07602601953675565,"score_gpt":0.4426988357432987,"score_spread":0.3666728162065431,"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."}}