{"id":"W2337185978","doi":"10.1158/1538-7445.sabcs14-p5-09-01","title":"Abstract P5-09-01: Nottingham prognostic index plus (NPI+): Validation of the modern clinical decision making tool in breast cancer","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Nottingham Prognostic Index; Medicine; Oncology; Internal medicine; Stage (stratigraphy); Breast cancer; Adjuvant therapy; Cytokeratin; Prognostic variable; Mitotic index; Cancer; Estrogen receptor; Gynecology; Immunohistochemistry; Biology","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":[0.006798571,0.0002970426,0.0003404079,0.0008275112,0.0002512759,0.0009099529,0.0006179225,0.0002792189,0.002828843],"category_scores_gemma":[0.0245368,0.00009941849,0.0002261079,0.0006973888,0.0004104236,0.0006319688,0.0009305236,0.0003534775,0.0007778547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005737134,"about_ca_system_score_gemma":0.0007333048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839327,"about_ca_topic_score_gemma":0.002918996,"domain_scores_codex":[0.9974828,0.001161229,0.0002769462,0.0002348948,0.0007506659,0.0000935045],"domain_scores_gemma":[0.9895733,0.004965121,0.001467253,0.0008268946,0.002695087,0.0004724029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00210212,0.0001160427,0.8407573,0.0001568729,0.0001095389,0.000307595,0.0002431373,0.002599172,0.001999607,0.0005648776,0.007326344,0.1437174],"study_design_scores_gemma":[0.0001337524,0.001284826,0.9591033,0.00008794621,0.00008442965,0.002052266,0.0002608219,0.0209954,0.004224459,0.0008960945,0.01083819,0.00003856671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710191,0.0006334243,0.01088488,0.00080131,0.0002867775,0.0004760581,0.004329939,0.0002109889,0.01135765],"genre_scores_gemma":[0.9843709,0.0001277184,0.01173626,0.00006852957,0.00009482883,0.0001563694,0.002270048,0.00002488513,0.001150471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006798571,"threshold_uncertainty_score":0.03595465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070458704760939,"score_gpt":0.4544452053352966,"score_spread":0.3473993348592027,"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."}}