{"id":"W3006113638","doi":"10.1158/1538-7445.sabcs19-p2-13-16","title":"Abstract P2-13-16: A multidisciplinary approach to implement personalized multifaceted care plans in standard breast cancer care: A quality improvement project","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Breast cancer; Multidisciplinary approach; Shared care; Workflow; Cancer; Quality management; Health care; Collaborative Care; Nursing; Medical emergency; Family medicine; Primary care; Internal medicine; Database; Operations management","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":[0.125048,0.001384822,0.0008065281,0.001900929,0.004869529,0.005194809,0.006169854,0.002306076,0.008158162],"category_scores_gemma":[0.06169685,0.001163048,0.002136844,0.001835008,0.002977231,0.002843422,0.01323253,0.006373821,0.00193943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01270876,"about_ca_system_score_gemma":0.1331383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01638705,"about_ca_topic_score_gemma":0.01805323,"domain_scores_codex":[0.9345199,0.04425758,0.003252262,0.003357777,0.00969849,0.004913896],"domain_scores_gemma":[0.881155,0.0156533,0.007812107,0.01460504,0.02627953,0.05449498],"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":[0.004183324,0.05427965,0.07893259,0.003082483,0.0008305283,0.0009038801,0.01298532,0.0110087,0.008531209,0.00801465,0.07107904,0.7461687],"study_design_scores_gemma":[0.02939111,0.09903045,0.4256339,0.007215785,0.00169446,0.001764475,0.03270455,0.06463008,0.03187633,0.01464166,0.290841,0.0005761374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5841625,0.001555508,0.1640057,0.05259353,0.002279622,0.1499905,0.005334989,0.005895273,0.03418241],"genre_scores_gemma":[0.3941522,0.0008779727,0.5313322,0.006844013,0.0003398409,0.05403116,0.004111135,0.0005018851,0.007809681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125048,"threshold_uncertainty_score":0.6613247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790001662786687,"score_gpt":0.513558349529831,"score_spread":0.2345581832511623,"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."}}