{"id":"W2103697495","doi":"10.4021/wjon408w","title":"Occult Breast Cancer Presenting as Leptomeningeal Carcinomatosis","year":2012,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Occult; Malignancy; Meningeal carcinomatosis; Breast cancer; Metastatic breast cancer; Cancer; Oncology; Radiology; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004744078,0.0001179419,0.0004494659,0.0002138636,0.00006312579,0.000008482537,0.00007103625,0.00005021397,0.001443536],"category_scores_gemma":[0.00003271693,0.00008290186,0.0001854712,0.0001892917,0.00005591106,0.0001250102,0.00003838011,0.0002823676,0.00003623315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361421,"about_ca_system_score_gemma":0.0002672347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001208596,"about_ca_topic_score_gemma":0.00004274974,"domain_scores_codex":[0.9988198,0.0001101153,0.0003935628,0.00008398645,0.0002367783,0.0003557927],"domain_scores_gemma":[0.9989153,0.0001201365,0.0003659186,0.0001072808,0.0001593432,0.0003320405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004270669,0.0007775119,0.922739,0.0000358602,0.0006292821,0.0005371093,0.0007925311,0.000007952151,0.0008223107,0.0002896213,0.01557767,0.05736408],"study_design_scores_gemma":[0.003949538,0.000691083,0.6965884,0.0001114425,0.0009295932,0.01481321,0.0003808841,0.00001049303,0.001029782,0.00003722688,0.2813411,0.0001172103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774567,0.003055641,0.00001696498,0.009194742,0.000819115,0.0001236626,0.000009166137,0.000009754064,0.009314178],"genre_scores_gemma":[0.9941096,0.0001396872,0.001978604,0.0008656064,0.00142005,0.00000736778,0.000002031089,0.00001579559,0.001461222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2657635,"threshold_uncertainty_score":0.9994693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217852500950145,"score_gpt":0.3647244911041201,"score_spread":0.3325459660946187,"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."}}