{"id":"W2141704546","doi":"10.1200/jco.2003.11.105","title":"Long-Term Survival of Patients With Supraclavicular Metastases at Diagnosis of Breast Cancer","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Supraclavicular lymph nodes; Oncology; Cancer; Internal medicine; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006849372,0.0001556245,0.001012419,0.00004249755,0.00002948618,0.000001987924,0.0001560184,0.0001886793,0.0001560843],"category_scores_gemma":[0.0005066229,0.0001022991,0.0003492849,0.00008442156,0.0003338213,0.000008076163,0.00007447097,0.0001481157,9.27721e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005741289,"about_ca_system_score_gemma":0.000497364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003328485,"about_ca_topic_score_gemma":0.000373374,"domain_scores_codex":[0.9976987,0.0004385003,0.00121161,0.0001906456,0.0002832616,0.0001773453],"domain_scores_gemma":[0.9967003,0.0003893137,0.0017935,0.0001993803,0.0007852987,0.0001321874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003057081,0.002006751,0.9855846,0.00002757456,0.001549417,0.00002327351,0.00001467049,0.00002923124,0.0002070645,0.0000155661,0.0005091495,0.00697563],"study_design_scores_gemma":[0.005646528,0.003444225,0.9797659,0.00004864323,0.0005995308,0.00003282303,0.00002002516,7.63543e-8,0.006247654,0.000008311104,0.004087461,0.00009884457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970431,0.001679171,0.00003456018,0.0003922982,0.0004481862,0.0001013197,0.0001768109,0.000001068695,0.0001234555],"genre_scores_gemma":[0.9970867,0.002051026,0.0004690186,0.0001487787,0.0001772329,0.00001004943,0.00001714975,0.00001549371,0.00002451866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006876786,"threshold_uncertainty_score":0.4171636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182027282893119,"score_gpt":0.3969837015277686,"score_spread":0.3551634286988374,"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."}}