{"id":"W2290142603","doi":"10.1093/neuonc/nov284.73","title":"PO84WHOLE BRAIN RADIOTHERAPY (WBRT) FOLLOWING RESECTION OF BRAIN METASTASES: WHO DECIDES? AN AUDIT OF OUTCOMES AND CLINICIAN CONFIDENCE","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Christie (Canada)","funders":"","keywords":"Medicine; Whole brain radiotherapy; Confidence interval; Radiation therapy; Demographics; Audit; Brain metastasis; Internal medicine; Surgery; Oncology; Cancer; Metastasis","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":[0.008421279,0.0001229566,0.0002593466,0.001667914,0.0006711073,0.00129277,0.0003975169,0.0004312125,0.002148221],"category_scores_gemma":[0.04425983,0.0002317319,0.0002389654,0.002206454,0.0007463479,0.001155709,0.001747452,0.0006275471,0.0008245387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070489,"about_ca_system_score_gemma":0.001821252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019811,"about_ca_topic_score_gemma":0.002487929,"domain_scores_codex":[0.9915696,0.004392868,0.001359698,0.0002790047,0.001711618,0.0006872653],"domain_scores_gemma":[0.9363534,0.01899753,0.02504071,0.001895275,0.01363854,0.004074477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002073474,0.00007769436,0.9731359,0.00008669168,0.00001518676,0.0001741946,0.001443193,0.00004741582,0.0001183559,0.00006156215,0.002459926,0.02217239],"study_design_scores_gemma":[0.00002651315,0.0005671837,0.9854627,0.0001825253,0.00002719687,0.0006669299,0.005237227,0.000443211,0.0005021099,0.000157452,0.006705674,0.00002137803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912946,0.0007658702,0.0002421027,0.001473339,0.00003547212,0.0001008675,0.0008690098,0.00002446641,0.005194313],"genre_scores_gemma":[0.9978156,0.0006066465,0.0003110874,0.0001735663,0.00002360838,0.00006752278,0.0004320959,0.00001030967,0.0005594959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008421279,"threshold_uncertainty_score":0.04453653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973711623780459,"score_gpt":0.3947136780242664,"score_spread":0.3349765617864618,"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."}}