{"id":"W3197976653","doi":"10.1002/onco.13965","title":"Treatment Patterns and Outcomes of Women with Symptomatic and Asymptomatic Breast Cancer Brain Metastases: A <scp>Single-Center</scp> Retrospective Study","year":2021,"lang":"en","type":"article","venue":"The Oncologist","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Queen's University; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Interquartile range; Cancer; Internal medicine; Oncology; Retrospective cohort study; Asymptomatic; Brain metastasis; Radiosurgery; Radiation therapy; Population; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004564262,0.000195371,0.000418155,0.0009403461,0.0005509896,0.0005286464,0.0004227532,0.0003597373,0.0009358436],"category_scores_gemma":[0.001605961,0.000301046,0.0004168973,0.001871749,0.0003188201,0.0004439464,0.0004331552,0.0004010243,0.0002404791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008717942,"about_ca_system_score_gemma":0.0007815746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411505,"about_ca_topic_score_gemma":0.01689381,"domain_scores_codex":[0.9994795,0.00008750364,0.00009273084,0.0001587732,0.0001020863,0.00007951903],"domain_scores_gemma":[0.9986998,0.0001692826,0.0007031311,0.0000817851,0.0001722708,0.0001737397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006087345,0.00001558191,0.9988423,0.00001085029,0.00003171725,0.0001136422,0.00006228173,0.00001741213,0.00006880088,0.000006131944,0.00009354037,0.000676938],"study_design_scores_gemma":[0.00001360326,0.000152557,0.9975973,0.00001461493,0.00004966386,0.001213942,0.0004409903,0.0001020224,0.00005711485,0.00001465448,0.0003379583,0.000005640637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984193,0.0003271237,0.00005961423,0.00003531326,0.000003075781,0.0000214582,0.000759579,0.000002813412,0.000371734],"genre_scores_gemma":[0.9989628,0.0001553116,0.00005718927,0.00003714491,0.000008554,0.00002072685,0.0007006385,0.000002891052,0.00005479341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411505,"threshold_uncertainty_score":0.0280658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984286168476635,"score_gpt":0.2967036262230774,"score_spread":0.276860764538311,"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."}}