{"id":"W2587409548","doi":"10.1200/jco.2016.34.26_suppl.219","title":"Palliative whole brain radiotherapy: Predictors of prescribing 5 versus 10 fractions.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Radiation therapy; Logistic regression; Lung cancer; Palliative care; Internal medicine; Radiosurgery; Confidence interval; Odds ratio; Performance status; Multivariate analysis; Nuclear medicine; 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":[0.0004880062,0.0001142905,0.0001193625,0.0002246941,0.000163216,0.0003579657,0.0002442882,0.0002818247,0.0038513],"category_scores_gemma":[0.005334798,0.0001052195,0.0003697049,0.0004479664,0.000156326,0.0002814268,0.0002052441,0.0003983782,0.0004051352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002942561,"about_ca_system_score_gemma":0.0005098197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022771,"about_ca_topic_score_gemma":0.002407758,"domain_scores_codex":[0.9996898,0.0000889877,0.00004962736,0.00004834335,0.00007496589,0.00004828921],"domain_scores_gemma":[0.9956272,0.001449806,0.002304861,0.00008428714,0.000129289,0.0004046589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163483,0.00001473673,0.9985682,0.000005886409,0.00001100024,0.0000257201,0.00001184611,0.00006914879,0.00005880532,0.000006368989,0.00006585487,0.001045969],"study_design_scores_gemma":[0.000009664881,0.0002035543,0.9978734,0.00001286019,0.00002648113,0.0004322749,0.00009382523,0.0009592894,0.000112671,0.00003421818,0.0002387378,0.000002909514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988675,0.0002428856,0.0001065131,0.0001056634,0.00000579907,0.000005280632,0.0001790373,0.000004358078,0.000482939],"genre_scores_gemma":[0.9996898,0.00004736519,0.00005986682,0.00001201752,0.000005551699,0.00000249113,0.0001067869,0.000002298051,0.00007387125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0038513,"threshold_uncertainty_score":0.01288384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660650711885163,"score_gpt":0.4801744265770199,"score_spread":0.3141093553885036,"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."}}