{"id":"W2160785170","doi":"10.1093/jnci/djq344","title":"Long-term Prognostic Role of Functional Limitations Among Women With Breast Cancer","year":2010,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Calgary","funders":"National Cancer Institute","keywords":"Breast cancer; Medicine; Hazard ratio; Cohort; Cancer; Internal medicine; Proportional hazards model; Confidence interval; Oncology; Cohort study; Body mass index; Stage (stratigraphy); Comorbidity","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":[0.0001871049,0.0001235098,0.0002342858,0.0001550031,0.000116028,0.00001993672,0.0001595826,0.00006568529,0.0004256681],"category_scores_gemma":[0.0001179497,0.00007317166,0.0001147515,0.0003187675,0.0002862122,0.0003559027,0.00002559112,0.0004914718,0.000001407259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193339,"about_ca_system_score_gemma":0.002083694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002037332,"about_ca_topic_score_gemma":0.002370186,"domain_scores_codex":[0.9983882,0.0000131725,0.0003670417,0.0001120504,0.0009595273,0.0001599985],"domain_scores_gemma":[0.9976234,0.00005873316,0.0005207178,0.00009683926,0.00155763,0.0001426279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008655804,0.0001730255,0.9766731,0.00004221661,0.0003832466,0.000004962506,0.0003700595,0.002896704,0.01127168,0.0003174648,0.0008835736,0.006118422],"study_design_scores_gemma":[0.001352798,0.0001051524,0.9942278,0.0002450837,0.0001636785,0.0003324701,0.00004422168,0.0000536647,0.0007277555,0.0001618649,0.002499454,0.00008607064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953376,0.0002011596,0.00004679594,0.001821127,0.001688995,0.0002006893,0.0001550549,0.000006684002,0.0005419107],"genre_scores_gemma":[0.9975767,0.00011032,0.00009152296,0.0002939351,0.001576364,0.00005055479,0.000004702842,0.00001457484,0.0002813456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01755472,"threshold_uncertainty_score":0.4660767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523041444009969,"score_gpt":0.2989169532010847,"score_spread":0.263686538760985,"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."}}