{"id":"W2023537484","doi":"10.1186/bcr2310","title":"Discordance between hormone receptor profile of primary breast cancer and metastatic bone disease: should bone marrow biopsy be considered a standard of care?","year":2009,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University Health Network; Princess Margaret Cancer Centre","funders":"AstraZeneca","keywords":"Medicine; Surgical oncology; Breast cancer; Bone marrow; Oncology; Internal medicine; Hormone receptor; Biopsy; Disease; Metastatic breast cancer; Standard of care; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004665371,0.0003491732,0.001295063,0.0003491157,0.0001398168,0.00003985724,0.0001482598,0.00008196862,0.0006300971],"category_scores_gemma":[0.00004446676,0.0002819983,0.0001865139,0.0007809722,0.0007021215,0.000172546,0.000134288,0.0003962428,0.000003336924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009820326,"about_ca_system_score_gemma":0.002031127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002643137,"about_ca_topic_score_gemma":0.0003267283,"domain_scores_codex":[0.9960832,0.000160623,0.0006697218,0.0007081955,0.001651646,0.0007265859],"domain_scores_gemma":[0.9971676,0.0002024188,0.0002491652,0.0006388117,0.001109196,0.0006328282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03584215,0.001865876,0.5329098,0.005651526,0.001411634,0.0005152372,0.001563182,0.00001301039,0.06372915,0.0004077442,0.02640439,0.3296863],"study_design_scores_gemma":[0.006238673,0.001101763,0.9820611,0.001986295,0.0006053479,0.0001364032,0.0004033644,0.000007695538,0.006009418,0.00008751827,0.001067411,0.0002949997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8810371,0.05893442,0.000009693877,0.03256296,0.00005946595,0.002032417,0.02512176,0.00003700318,0.00020516],"genre_scores_gemma":[0.9904256,0.007312781,0.0005891288,0.0001422538,0.0002325166,0.0007028794,0.0002535054,0.0000557121,0.0002855695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4491513,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06587729219391669,"score_gpt":0.3826548286425128,"score_spread":0.3167775364485961,"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."}}