{"id":"W2800380359","doi":"10.1634/theoncologist.2018-0153","title":"Can We Hang Our Hats on One Percent?","year":2018,"lang":"en","type":"letter","venue":"The Oncologist","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Hang; Breast cancer; Oncology; Chemotherapy; Residual; Neoadjuvant therapy; Internal medicine; Cancer","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":[0.005449652,0.0008931507,0.001464731,0.0008545402,0.004786316,0.003003613,0.002647417,0.04700353,0.01081569],"category_scores_gemma":[0.04092662,0.0006618769,0.00129817,0.0008918585,0.003763195,0.00474279,0.001739561,0.04821675,0.008317473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003520876,"about_ca_system_score_gemma":0.005398014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0087656,"about_ca_topic_score_gemma":0.01694724,"domain_scores_codex":[0.9954964,0.001445685,0.0005638036,0.0005614546,0.001437834,0.0004948675],"domain_scores_gemma":[0.9836754,0.009253407,0.0009812405,0.0004909969,0.003354822,0.002244082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003312812,0.0000283479,0.0003745944,0.00004001257,0.000007995206,0.0004937483,0.0000809123,0.00002106521,0.00007698729,0.001029617,0.9916421,0.006171513],"study_design_scores_gemma":[0.00008772482,0.00007716156,0.001178518,0.0003847375,0.00002695848,0.0008982631,0.0006020491,0.0001325549,0.0001859263,0.00609052,0.9902754,0.00006031988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001359166,0.0008678454,0.0000363476,0.9794322,0.01851783,0.000005116107,0.00003239266,0.00001591352,0.0009563713],"genre_scores_gemma":[0.0009340498,0.0006834736,0.00008421566,0.9701229,0.02572921,0.0000175335,0.00001676467,0.00001276323,0.002399086],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04700353,"threshold_uncertainty_score":0.03618205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305294382414494,"score_gpt":0.3000418980827577,"score_spread":0.2569889542586128,"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."}}