{"id":"W896330275","doi":"10.1007/978-3-319-16366-6_11","title":"Comorbidities and Their Management: Potential Impact on Breast Cancer Outcomes","year":2015,"lang":"en","type":"review","venue":"Advances in experimental medicine and biology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Breast cancer; Medicine; Comorbidity; Cancer; Disease; Internal medicine; Intensive care medicine; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006856198,0.0005676754,0.001199428,0.0009406552,0.0001818478,0.0009098874,0.000562236,0.0007749873,0.002177867],"category_scores_gemma":[0.001552897,0.0001556454,0.0005443507,0.001238187,0.0003051336,0.0004884595,0.0006000412,0.001319275,0.0004278325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004360593,"about_ca_system_score_gemma":0.001088286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472192,"about_ca_topic_score_gemma":0.003189646,"domain_scores_codex":[0.9997756,0.00005297951,0.00003318549,0.00003869556,0.00007564339,0.00002398674],"domain_scores_gemma":[0.9994701,0.0003117902,0.00008440139,0.00001085518,0.00008679968,0.00003614334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001824109,0.00007481033,0.002124226,0.008864516,0.0002694417,0.0001234093,0.00002931703,0.0003530272,0.0004740394,0.002148815,0.01582821,0.9695278],"study_design_scores_gemma":[0.0001496199,0.0003360168,0.02135296,0.023731,0.001917081,0.002674366,0.0003115829,0.000616393,0.000922832,0.008470787,0.9394307,0.00008670317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002257856,0.9987865,0.00008384748,0.0004059397,0.00009997831,0.000002020012,0.00002588502,0.000002711055,0.0003673501],"genre_scores_gemma":[0.002333685,0.9966781,0.0002006268,0.000268806,0.0002710549,0.000004940182,0.00004801631,9.894442e-7,0.0001936542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002177867,"threshold_uncertainty_score":0.007285655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800229558885148,"score_gpt":0.4198274431319932,"score_spread":0.3818251475431417,"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."}}