{"id":"W2911213912","doi":"10.6004/jnccn.2018.7066","title":"Real-World Outcomes of Adjuvant Chemotherapy for Node-Negative and Node-Positive HER2-Positive Breast Cancer","year":2019,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; Alberta Health Services; Baker Hughes (Canada); Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Trastuzumab; Epirubicin; Docetaxel; Breast cancer; Internal medicine; Oncology; Carboplatin; Cyclophosphamide; Chemotherapy; Cancer; Gynecology; Cisplatin","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":[0.00122985,0.0001615857,0.000227125,0.0006196054,0.0002601654,0.0006031133,0.0003486219,0.0002173804,0.0005890642],"category_scores_gemma":[0.003311406,0.00006771818,0.0002479895,0.0009709519,0.000354568,0.0002662846,0.0003774121,0.0002881517,0.0000929307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003826261,"about_ca_system_score_gemma":0.002075398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07361654,"about_ca_topic_score_gemma":0.1589478,"domain_scores_codex":[0.9993311,0.0001508103,0.0000773952,0.00009941465,0.0002279221,0.0001134174],"domain_scores_gemma":[0.9964501,0.0004116713,0.002049339,0.0001183408,0.0005948562,0.0003756956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003805654,0.00001979744,0.9953837,0.00002788901,0.0000863325,0.000028695,0.00005234239,0.0003049184,0.00009958886,0.00002667932,0.0002669048,0.003322652],"study_design_scores_gemma":[0.00001347051,0.0001114245,0.9985984,0.00001479419,0.00004380308,0.00009629672,0.0000907717,0.0002354686,0.00009491135,0.00002524844,0.0006713849,0.00000402168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957309,0.001111593,0.0001508292,0.0001203508,0.000007101654,0.00002473818,0.002027339,0.000005447505,0.0008216765],"genre_scores_gemma":[0.9974209,0.0001979732,0.0001042557,0.00004170986,0.000007295306,0.00001258007,0.002118899,0.000001381658,0.00009517508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07361654,"threshold_uncertainty_score":0.1463761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437594280338184,"score_gpt":0.305227594715918,"score_spread":0.2908516519125362,"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."}}