{"id":"W2001729667","doi":"10.1016/j.radonc.2008.05.020","title":"A phase III study of accelerated versus conventional hypofractionated whole brain irradiation in patients of good performance status with brain metastases not suitable for surgical excision","year":2008,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada; University of British Columbia, Okanagan Campus; University of British Columbia; Princess Margaret Cancer Centre; Interior Health; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Regimen; Statistical significance; Toxicity; Randomized controlled trial; Surgery; Nuclear medicine; Internal medicine","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":[0.0003507385,0.0001356092,0.0005428378,0.0001794828,0.00007700761,0.00000300788,0.00003108629,0.00008115554,0.00009035217],"category_scores_gemma":[0.00004277745,0.0001040216,0.00004868427,0.000218725,0.00009313109,0.0001399247,0.000006955266,0.00009402786,2.693846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163747,"about_ca_system_score_gemma":0.0002070766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162767,"about_ca_topic_score_gemma":0.00007783069,"domain_scores_codex":[0.9987746,0.00018336,0.000403372,0.0002290392,0.0002091376,0.0002004891],"domain_scores_gemma":[0.9987004,0.0007351822,0.0002309112,0.0001121126,0.0001434097,0.00007794465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4024758,0.07855925,0.3652768,0.0002445269,0.002695716,0.0002105592,0.003985021,0.001209383,0.004212993,0.0003648664,0.002038455,0.1387267],"study_design_scores_gemma":[0.4612733,0.1108993,0.3966639,0.00004214108,0.0001777242,0.00006745641,0.0005495924,0.002790938,0.001131444,0.000003825613,0.02623369,0.0001667322],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997732,0.0002823808,0.0001056933,0.0003915001,0.00007234213,0.001261403,0.0001230519,0.000009109024,0.00002248258],"genre_scores_gemma":[0.9983237,0.0001494046,0.000791708,0.0001125537,0.0000262982,0.00008397434,0.0003813807,0.0000140178,0.0001169047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1385599,"threshold_uncertainty_score":0.4241878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945324618763719,"score_gpt":0.3544542813786575,"score_spread":0.3050010351910203,"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."}}