{"id":"W4380886092","doi":"10.37549/aro1276","title":"Craniospinal Irradiation for Leptomeningeal Disease in Recurrent Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Applied Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Breast cancer; Cancer; Radiology; Disease; Nuclear medicine; Oncology; Internal medicine","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":[0.00009930412,0.0002292946,0.0002810318,0.0004783317,0.0002984216,0.0002729042,0.0002697241,0.000255743,0.002531894],"category_scores_gemma":[0.0003682368,0.00008816989,0.0002465904,0.0005434782,0.0003387603,0.0001713343,0.0001813055,0.000285399,0.0003641518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007426076,"about_ca_system_score_gemma":0.0005803417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008090327,"about_ca_topic_score_gemma":0.01770003,"domain_scores_codex":[0.9999524,0.000007834233,0.000003640534,0.000005136033,0.00001124828,0.00001970608],"domain_scores_gemma":[0.9999527,0.00001186811,0.00001315079,0.000004339922,0.000004236409,0.00001366931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01141017,0.0006565363,0.1778657,0.001598232,0.0005257565,0.09742282,0.001084122,0.003209133,0.1225147,0.001795767,0.009211673,0.5727054],"study_design_scores_gemma":[0.0009017439,0.006570595,0.773063,0.0003638261,0.0008211835,0.15047,0.001042772,0.002354498,0.0279269,0.001835803,0.03459455,0.00005510534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536098,0.02313152,0.001482311,0.001016237,0.000119067,0.00006898915,0.000302595,0.00008270783,0.02018682],"genre_scores_gemma":[0.9898679,0.007651801,0.0005558126,0.0001458906,0.00009002007,0.00002000174,0.0001248349,0.00002421853,0.001519553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008090327,"threshold_uncertainty_score":0.01608646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984214891296792,"score_gpt":0.3548450161351059,"score_spread":0.335002867222138,"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."}}