{"id":"W2834578332","doi":"10.1093/jncics/pky028","title":"Association of Metabolic, Inflammatory, and Tumor Markers With Circulating Tumor Cells in Metastatic Breast Cancer","year":2018,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; St. Michael's Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Lunenfeld-Tanenbaum Research Institute; Statistics Canada","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Breast Cancer Research Foundation","keywords":"Medicine; Breast cancer; Circulating tumor cell; CA15-3; Inflammatory breast cancer; Oncology; Metastatic breast cancer; Internal medicine; Cancer; Association (psychology); Metastasis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004030492,0.0002277892,0.0006451851,0.0002007205,0.00005391877,0.0000230265,0.00007104948,0.00003437294,0.001021886],"category_scores_gemma":[0.00002269406,0.0001886121,0.00007652025,0.0004853917,0.0001153732,0.0001339219,0.00003588642,0.0001968242,0.000005927774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004143092,"about_ca_system_score_gemma":0.0005354309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0085166,"about_ca_topic_score_gemma":0.01220057,"domain_scores_codex":[0.9982519,0.00005826747,0.0004291115,0.0003727509,0.0004488944,0.0004390579],"domain_scores_gemma":[0.9989702,0.00005089246,0.0004408419,0.0002394969,0.0001441527,0.0001544112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166485,0.0001240666,0.9613053,0.0005921499,0.0007387041,0.00009655517,0.0009401863,0.00006213044,0.02626428,0.0001907645,0.001154995,0.007364353],"study_design_scores_gemma":[0.004015457,0.0002051696,0.9144613,0.0005281619,0.0008459694,0.00009631718,0.0003731051,0.0004386873,0.07056816,0.00005826051,0.00808996,0.0003195117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939737,0.001784052,0.00002578727,0.001857609,0.0003426086,0.0005094035,0.0002128021,0.00002568338,0.001268325],"genre_scores_gemma":[0.9974313,0.0005237297,0.0005399163,0.0004809402,0.0004441066,0.0001025496,0.000003614308,0.00004275313,0.0004310363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04684409,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007591780902999332,"score_gpt":0.2546459386446617,"score_spread":0.2470541577416623,"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."}}