{"id":"W3010619770","doi":"10.3747/co.27.5621","title":"Prognosis in Young Women less than 40 Years of Age with Brain Metastasis from Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Brain metastasis; Breast cancer; Life expectancy; Metastasis; Quality of life (healthcare); Internal medicine; Cancer; Age groups; Young adult; Oncology; Population; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001454258,0.0001532703,0.0006147127,0.00007690211,0.00001475747,0.000005607343,0.00009108245,0.00006025716,0.0003173306],"category_scores_gemma":[0.00003143061,0.0001203611,0.00007285347,0.0002980144,0.0001339776,0.00003861737,0.00005569822,0.0002019431,0.000008787501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725957,"about_ca_system_score_gemma":0.0002220688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008981715,"about_ca_topic_score_gemma":0.001219404,"domain_scores_codex":[0.9987788,0.0001418574,0.0002679497,0.0003284297,0.0001945785,0.0002884382],"domain_scores_gemma":[0.9993684,0.0001092394,0.0001296918,0.0001448081,0.00004622919,0.0002016616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001522932,0.001431918,0.6113835,0.0001567909,0.0005097595,0.0004990035,0.006500624,0.00001040691,0.0003667652,0.00005306774,0.0009882796,0.376577],"study_design_scores_gemma":[0.007514782,0.001916782,0.9697447,0.0002332415,0.0004179632,0.00005028519,0.003094018,0.00007753592,0.000311752,0.00004245015,0.01640985,0.0001866832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907346,0.001333105,0.00004289081,0.006526168,0.000166594,0.0004895067,0.0005756326,0.0000231405,0.0001082991],"genre_scores_gemma":[0.9983724,0.000245139,0.0005550621,0.0002706655,0.0001405904,0.0002590575,0.0001224255,0.00002153339,0.00001312185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3763903,"threshold_uncertainty_score":0.4908183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060532594806397,"score_gpt":0.3754081002218451,"score_spread":0.2693548407412054,"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."}}