{"id":"W2045519242","doi":"10.1016/j.ijrobp.2008.06.685","title":"Segmentation Analysis Studying the Effects of Palliative Whole Brain Radiotherapy","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Regional Municipality of Durham; Lakeridge Health; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Medical physics; Radiology","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":[0.0002558503,0.0003302956,0.0004425137,0.0006914058,0.0002821059,0.0005493192,0.0003791718,0.0005405534,0.001619517],"category_scores_gemma":[0.001179238,0.0002491223,0.0005697857,0.0007583752,0.0002784135,0.0002985234,0.0001661799,0.0002606033,0.0002460974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006245828,"about_ca_system_score_gemma":0.0004165769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005665654,"about_ca_topic_score_gemma":0.004869462,"domain_scores_codex":[0.9998564,0.00002832258,0.000007504158,0.00002762887,0.00005334615,0.00002681807],"domain_scores_gemma":[0.9994947,0.0002630037,0.00006029433,0.00004676011,0.0001127155,0.00002259292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001732662,0.0001210377,0.004318997,0.0003782723,0.0001904901,0.0003401409,0.0003742973,0.1426101,0.7619944,0.001561662,0.001483609,0.08489435],"study_design_scores_gemma":[0.00004613281,0.0004289879,0.04870708,0.00001844119,0.000251602,0.0006850639,0.0001374131,0.6055539,0.339755,0.001335006,0.003034309,0.00004716426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921671,0.00164243,0.07079063,0.0002288437,0.00006824376,0.00006799158,0.000514206,0.0006241379,0.004392492],"genre_scores_gemma":[0.9849799,0.0002744776,0.01227758,0.0000210407,0.00001301546,0.00001276214,0.0004533781,0.0002053064,0.00176245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005665654,"threshold_uncertainty_score":0.01126534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506857818102936,"score_gpt":0.3548994113894224,"score_spread":0.3298308332083931,"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."}}