{"id":"W3167503877","doi":"10.1200/jco.2021.39.15_suppl.2027","title":"Real-world outcomes of breast cancer patients with brain metastases treated with radiotherapy in Ontario: A population-based study.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Cumulative incidence; Radiation therapy; Population; Breast cancer; Clinical endpoint; Internal medicine; Incidence (geometry); Retrospective cohort study; Metastatic breast cancer; Oncology; Proportional hazards model; Cancer; Cohort; Clinical trial","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":[0.0004584761,0.0003208169,0.0003832642,0.0008835946,0.00117184,0.0007436561,0.0008620511,0.0004524004,0.001344817],"category_scores_gemma":[0.001722421,0.0004714451,0.000633314,0.002925254,0.00050928,0.0004098469,0.0007732176,0.0004956144,0.0002971058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009521034,"about_ca_system_score_gemma":0.008423761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.866448,"about_ca_topic_score_gemma":0.9076173,"domain_scores_codex":[0.9993911,0.00005424026,0.00005675712,0.0001442341,0.0001962382,0.0001575108],"domain_scores_gemma":[0.9983341,0.00008496717,0.0007826685,0.0001087238,0.0004119363,0.0002777318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005230316,0.00002064122,0.9983469,0.00002516582,0.00003846548,0.00007671317,0.0003065713,0.00002843064,0.0001140705,0.00001738298,0.0003391371,0.0006342226],"study_design_scores_gemma":[0.000009914402,0.00002431638,0.999055,0.00001063173,0.00002288726,0.00006457238,0.000267934,0.00007861829,0.00001345598,0.000008408573,0.0004397172,0.000004565079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916242,0.0003045348,0.00008114219,0.0001464201,0.000005516669,0.00007055984,0.006883533,0.000006242275,0.000877802],"genre_scores_gemma":[0.9957442,0.0002509168,0.0001179393,0.00008903381,0.000008732502,0.00006367245,0.003325043,0.000003352141,0.0003969987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133552,"threshold_uncertainty_score":0.2686769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208446927075798,"score_gpt":0.4310374588121331,"score_spread":0.3689529895413751,"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."}}