{"id":"W1975112285","doi":"10.1177/153303461000900608","title":"Tumor Bed Radiosurgery following Resection of Brain Metastases: A Review","year":2010,"lang":"en","type":"review","venue":"Technology in Cancer Research & Treatment","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Radiosurgery; Medicine; Adjuvant; Adjuvant radiotherapy; Radiation therapy; Microsurgery; Prospective cohort study; Resection; Surgery; Oncology","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":[0.0004530635,0.000655881,0.001671653,0.002420584,0.0001906159,0.0006234783,0.001050084,0.00070166,0.002966643],"category_scores_gemma":[0.001039954,0.000204005,0.0005669714,0.003221919,0.0003657277,0.0008434207,0.0003269603,0.0005931143,0.0007313876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716598,"about_ca_system_score_gemma":0.001031361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846161,"about_ca_topic_score_gemma":0.003191221,"domain_scores_codex":[0.9998201,0.00003694387,0.00004357446,0.00003109737,0.00005750688,0.00001086319],"domain_scores_gemma":[0.9995385,0.0002767204,0.00009479164,0.000008691642,0.00006057397,0.00002070002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001188956,0.00007608826,0.0004580629,0.09011831,0.0002909452,0.0007300075,0.0001023432,0.0003101387,0.0008209261,0.0006764652,0.01713948,0.8891584],"study_design_scores_gemma":[0.0001234535,0.0005314309,0.01122679,0.06585832,0.002391595,0.01440203,0.0004278259,0.000260096,0.001136886,0.001766378,0.9018114,0.00006378025],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002050405,0.9993219,0.00004075627,0.00004737816,0.00004376731,0.000005208515,0.00001486666,0.000003177095,0.0003179047],"genre_scores_gemma":[0.0008459083,0.9988967,0.00007585115,0.00004250495,0.00003658461,0.000004964087,0.00001940235,6.187354e-7,0.00007746115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002966643,"threshold_uncertainty_score":0.009924412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1628461693368745,"score_gpt":0.5082640811400297,"score_spread":0.3454179118031553,"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."}}