{"id":"W3130191307","doi":"10.1158/1538-7445.sabcs20-gs4-07","title":"Abstract GS4-07: Assessing prognosis after neoadjuvant therapy: A comparison between anatomic ypAJCC staging, residual cancer burden class and neo-bioscore","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Breast cancer; Neoadjuvant therapy; Context (archaeology); Internal medicine; Oncology; Stage (stratigraphy); Cancer; Disease; Minimal residual disease","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":[0.001943643,0.0004312001,0.0004862899,0.001424573,0.0001927879,0.0005523976,0.0005764403,0.0004243327,0.002567791],"category_scores_gemma":[0.003728644,0.0001324637,0.0007831003,0.001205142,0.0003818683,0.0004774812,0.0008495164,0.0003743875,0.0005195735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134272,"about_ca_system_score_gemma":0.0003264663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132362,"about_ca_topic_score_gemma":0.001535909,"domain_scores_codex":[0.9990389,0.000476028,0.0000747215,0.0001208665,0.0001944736,0.00009504209],"domain_scores_gemma":[0.9973609,0.0008730272,0.0007999994,0.0002140862,0.0003176329,0.0004342115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004594675,0.00004603441,0.9885323,0.00002983721,0.0003520888,0.00002555716,0.00002106242,0.0005103625,0.000409402,0.00003521991,0.0004405822,0.005002853],"study_design_scores_gemma":[0.0001750308,0.001277235,0.9947673,0.00001161083,0.0002659572,0.000184356,0.0001039207,0.001974539,0.0002949031,0.0001552709,0.0007757012,0.00001423245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969609,0.0002434177,0.00029588,0.00005270867,0.00001938363,0.00002100082,0.001540363,0.00001612217,0.0008502137],"genre_scores_gemma":[0.9967263,0.00004156772,0.0002066921,0.00002363976,0.00001898312,0.00002794853,0.002645878,0.000008922226,0.0002999654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002567791,"threshold_uncertainty_score":0.01027912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08316496431492273,"score_gpt":0.4301714130888664,"score_spread":0.3470064487739437,"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."}}