{"id":"W2013822060","doi":"10.1016/j.ctrv.2011.11.006","title":"Tissue confirmation of disease recurrence in breast cancer patients: Pooled analysis of multi-centre, multi-disciplinary prospective studies","year":2011,"lang":"en","type":"article","venue":"Cancer Treatment Reviews","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":175,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Ottawa Hospital; University of Ottawa; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Biopsy; Breast cancer; Prospective cohort study; Cancer; Internal medicine; Estrogen receptor; Immunohistochemistry; Oncology; Progesterone receptor; Recurrent breast cancer; 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":[0.0195496,0.001325777,0.004677521,0.003735988,0.0006392971,0.002469461,0.001261696,0.001472635,0.001160432],"category_scores_gemma":[0.0382935,0.001205539,0.008586391,0.005403178,0.0006248429,0.001040791,0.001804365,0.0008072789,0.0001935231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314121,"about_ca_system_score_gemma":0.0005557429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892864,"about_ca_topic_score_gemma":0.004042577,"domain_scores_codex":[0.9723545,0.01750196,0.003997383,0.003767734,0.001812669,0.0005658227],"domain_scores_gemma":[0.9369057,0.0310441,0.01716763,0.01020248,0.00397558,0.0007044912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008610372,0.00004176362,0.8434055,0.001928743,0.1343318,0.0001912841,0.0001890294,0.0005294964,0.0009655752,0.00006538005,0.0003133494,0.009427715],"study_design_scores_gemma":[0.0004849787,0.001236996,0.8600964,0.0004409683,0.1342356,0.0009075871,0.0003635564,0.0004645855,0.0006433268,0.0001468046,0.0009158056,0.00006338488],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8144297,0.1770203,0.003970091,0.000147082,0.0001672048,0.0001689139,0.002991298,0.0000471424,0.001058313],"genre_scores_gemma":[0.9898109,0.007305196,0.0008174643,0.00009331876,0.00008927692,0.00007172158,0.001660764,0.00002057264,0.0001307637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195496,"threshold_uncertainty_score":0.1033894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06003752994894729,"score_gpt":0.3643769508980925,"score_spread":0.3043394209491452,"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."}}