{"id":"W1976646026","doi":"10.1046/j.1524-4741.2001.07605.x","title":"Diagnosis of Metachronous Contralateral Breast Cancer","year":2001,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia; Northeast Cancer Centre; University of Ottawa","funders":"","keywords":"Medicine; Breast cancer; Lymph node; Radiology; Mammography; Cancer; Mammary gland; Lymph; Axillary lymph nodes; Oncology; Internal medicine; 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":[0.0003322335,0.0001641042,0.0003277061,0.000837955,0.00030318,0.000395793,0.0002170631,0.0002092224,0.00244122],"category_scores_gemma":[0.002519707,0.0001272086,0.0002076402,0.0005425065,0.0002576883,0.0002110096,0.0003588635,0.0002944275,0.0002503973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816533,"about_ca_system_score_gemma":0.0004150085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535212,"about_ca_topic_score_gemma":0.007171108,"domain_scores_codex":[0.9995077,0.00007920936,0.00003759326,0.000108922,0.000141473,0.0001251457],"domain_scores_gemma":[0.9982365,0.0003374947,0.0007874023,0.0001079664,0.0001797946,0.0003507484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009409048,0.00001102581,0.9959683,0.000009407338,0.00001165285,0.0005446926,0.0000188564,0.00001733674,0.0002864229,0.0000160603,0.00007934298,0.002942817],"study_design_scores_gemma":[0.000006813388,0.00009518559,0.9885229,0.00000756736,0.00001846461,0.01048439,0.0000731074,0.0001006134,0.000211382,0.00002360934,0.000452763,0.000003387924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973227,0.0009328941,0.0001253148,0.00003920042,0.00002165563,0.000009759488,0.00022308,0.000006730903,0.001318678],"genre_scores_gemma":[0.9992377,0.0001942865,0.00008026495,0.00002486644,0.0000274631,0.00000393499,0.0002423905,0.000002051785,0.0001870268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004535212,"threshold_uncertainty_score":0.009017587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008847606918543097,"score_gpt":0.2573606326067249,"score_spread":0.2485130256881818,"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."}}