{"id":"W2127057139","doi":"10.1093/jnci/djp082","title":"Ki67 Index, HER2 Status, and Prognosis of Patients With Luminal B Breast Cancer","year":2009,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2220,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia","funders":"National Cancer Institute","keywords":"Breast cancer; Immunohistochemistry; Medicine; Estrogen receptor; Tissue microarray; Oncology; Internal medicine; Proliferation index; Proliferative index; Cancer; Hormone receptor; Pathology","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":[0.0003516838,0.0001380011,0.0001974507,0.0005309033,0.0002015327,0.0002932579,0.0001305381,0.0003070037,0.0009740489],"category_scores_gemma":[0.001234524,0.00009497474,0.00013781,0.0003701349,0.0001607071,0.0002055665,0.0001509367,0.0002392412,0.0002545068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927609,"about_ca_system_score_gemma":0.0001518807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140974,"about_ca_topic_score_gemma":0.001392298,"domain_scores_codex":[0.999895,0.00002061623,0.00001207604,0.00002116635,0.00002821651,0.00002292612],"domain_scores_gemma":[0.9993911,0.0001614446,0.0001993987,0.00003346646,0.00008095823,0.0001335038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002334841,0.00001783215,0.9975709,0.000005045763,0.00002325578,0.00005018694,0.00001386382,0.00005626935,0.000460527,0.000006760205,0.0001259287,0.00143582],"study_design_scores_gemma":[0.00001294444,0.00008486169,0.9987984,0.000003862617,0.00002598042,0.0003681434,0.00004134188,0.000268289,0.0001480515,0.00003061913,0.0002147819,0.000002785479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993151,0.0003240684,0.00004429446,0.00003426426,0.000003996657,0.000002061109,0.0001162848,0.000002026812,0.0001578086],"genre_scores_gemma":[0.9994289,0.0001081361,0.0000569579,0.00001789362,0.000009545245,0.00000326791,0.0002950326,0.000001190409,0.00007905121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001140974,"threshold_uncertainty_score":0.003258526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019273323395022,"score_gpt":0.2711020322188619,"score_spread":0.2609092989849117,"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."}}