{"id":"W3137780436","doi":"","title":"Brain Metastasis from Breast Cancer: risk factors and radiotherapy perspective from a tertiary Middle Eastern facility.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Brain metastasis; Breast cancer; Oncology; Internal medicine; Radiation therapy; Metastasis; Cancer; Lung cancer; Triple-negative breast cancer","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":[0.0001355063,0.0002313394,0.0002108945,0.0005942435,0.001154411,0.0004665571,0.0003267964,0.0003264028,0.004505088],"category_scores_gemma":[0.000463578,0.0002109215,0.0002334277,0.0009587768,0.0002215809,0.0003528634,0.0005714725,0.0004740796,0.0004733823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025328,"about_ca_system_score_gemma":0.001887674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03859683,"about_ca_topic_score_gemma":0.06591188,"domain_scores_codex":[0.999863,0.00002170611,0.00001043582,0.0000212332,0.00001766584,0.00006584608],"domain_scores_gemma":[0.9996592,0.00003402077,0.0001182319,0.000008386524,0.00003952735,0.0001406573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003669322,0.0001140022,0.9926512,0.00004277922,0.0000204361,0.002157968,0.000733876,0.00003490406,0.0001885548,0.00003625587,0.0009815602,0.00300175],"study_design_scores_gemma":[0.000008361011,0.0002181947,0.98717,0.00007591809,0.00003210144,0.004002725,0.007021852,0.00009095856,0.00008444234,0.00006139286,0.001221545,0.00001268616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976048,0.0005947203,0.00004080635,0.000648514,0.0000104934,0.00001151332,0.0003937942,0.000002802081,0.0006925788],"genre_scores_gemma":[0.9975224,0.001066305,0.00006124914,0.0003468789,0.00003423327,0.00001315421,0.0003816028,0.000001955551,0.0005722658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03859683,"threshold_uncertainty_score":0.07674438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683514977546368,"score_gpt":0.2496023707052053,"score_spread":0.2227672209297416,"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."}}