{"id":"W2116760308","doi":"10.1200/jco.2009.25.9820","title":"Metastatic Behavior of Breast Cancer Subtypes","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2284,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Basal (medicine); Internal medicine; Oncology; Cancer; Pathology; Lung cancer; Lung; Metastasis; Stage (stratigraphy); 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":[0.0002471063,0.0001728678,0.0001493258,0.0004336195,0.00020239,0.0003216312,0.0001521627,0.0002064689,0.001536772],"category_scores_gemma":[0.001297352,0.00008168056,0.0002074748,0.0002894008,0.0001007461,0.0001335473,0.0001909238,0.0001931728,0.0003216429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003724699,"about_ca_system_score_gemma":0.0001557606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417901,"about_ca_topic_score_gemma":0.005328466,"domain_scores_codex":[0.9998702,0.00002757287,0.00001019008,0.00002838812,0.00003279722,0.0000309048],"domain_scores_gemma":[0.9995322,0.00008860389,0.000200656,0.00002506546,0.00007189095,0.00008158658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003525519,0.00001795257,0.9850552,0.00002909849,0.00004504945,0.0005412695,0.00007182068,0.0003697562,0.0023627,0.0001098382,0.0003203062,0.01072446],"study_design_scores_gemma":[0.00001714805,0.00007626799,0.9910352,0.00002464081,0.00004358834,0.005823512,0.0001032623,0.0007218894,0.000749713,0.0002644787,0.001133532,0.000006784331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964331,0.001638502,0.000192145,0.00006434075,0.000003995573,0.000009189464,0.0003746738,0.000006988982,0.001276904],"genre_scores_gemma":[0.9989237,0.0002499318,0.0001090026,0.00001246744,0.000006351546,0.000004027186,0.0003783447,0.00000283077,0.000313301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003417901,"threshold_uncertainty_score":0.006796002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06226160108180336,"score_gpt":0.4550223279959653,"score_spread":0.392760726914162,"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."}}