{"id":"W1497286451","doi":"10.1159/000331182","title":"Advances in Radiation Therapy of Brain Metastasis","year":2012,"lang":"en","type":"review","venue":"Progress in neurological surgery","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Brain metastasis; Brain disease; Systemic therapy; Disease; Cancer; Metastasis; Radiology; Intensive care medicine; Oncology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159704,0.0003711284,0.002608375,0.0004392707,0.00001365232,0.000008243537,0.0000980051,0.0002735477,0.0001651928],"category_scores_gemma":[0.0002084615,0.0002246328,0.0006398751,0.000672004,0.0001415573,0.00008919931,0.00004424245,0.0004156702,0.000008571827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002999303,"about_ca_system_score_gemma":0.0000717948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005674149,"about_ca_topic_score_gemma":0.000003033789,"domain_scores_codex":[0.996953,0.0008958815,0.001004302,0.0004318752,0.0002869131,0.0004280021],"domain_scores_gemma":[0.9967388,0.002369976,0.0004829523,0.0002987154,0.00002092452,0.00008865221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001129793,0.0009379475,0.1001664,0.002571228,0.00004096444,0.0002660354,0.000003773642,2.506372e-7,9.949371e-9,0.00009658887,0.00001931156,0.8957846],"study_design_scores_gemma":[0.000410782,0.0002400532,0.01711084,0.001206821,0.0001789897,0.0000708146,6.820599e-7,0.000001738625,0.000001316851,0.0001043698,0.9805018,0.0001717814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001818369,0.9965517,0.000001440266,0.0002570493,0.0001958571,0.001061963,0.00002463623,0.00002702822,0.00006198472],"genre_scores_gemma":[0.006536665,0.9923525,0.0001397098,0.0001422183,0.0001236074,0.0005127868,0.0001568707,0.00003207114,0.000003608484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9804825,"threshold_uncertainty_score":0.9160261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213782551144509,"score_gpt":0.3919762763407105,"score_spread":0.2705980212262596,"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."}}