{"id":"W2977267586","doi":"10.1093/nop/npz047","title":"Neuro-Oncology Practice Clinical Debate: stereotactic radiosurgery or fractionated stereotactic radiotherapy following surgical resection for brain metastasis","year":2019,"lang":"en","type":"review","venue":"Neuro-Oncology Practice","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McMaster University","funders":"","keywords":"Radiosurgery; Stereotactic radiotherapy; Medicine; Surgical resection; Stereotactic surgery; Brain metastasis; Resection; Radiology; Radiation therapy; Metastasis; Internal medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01301282,0.002063637,0.009554023,0.001276526,0.0006939485,0.0003012715,0.0007121661,0.003017761,0.0006831941],"category_scores_gemma":[0.08252709,0.001607823,0.004478606,0.001873512,0.000365,0.002245403,0.0003063716,0.006117613,0.0005138394],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061278,"about_ca_system_score_gemma":0.008234795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009986335,"about_ca_topic_score_gemma":0.00002738078,"domain_scores_codex":[0.9658891,0.02254037,0.004793694,0.003480477,0.001405367,0.001891023],"domain_scores_gemma":[0.7646519,0.2259206,0.005549454,0.002057881,0.0008988102,0.0009213838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03520591,0.007294316,0.00004186001,0.005647663,0.01834569,0.03968254,0.0001012419,0.000005882516,0.00002183205,0.0001396307,0.05205954,0.8414539],"study_design_scores_gemma":[0.01375931,0.02049044,0.000007788703,0.00105547,0.04311156,0.09487644,0.0002166759,0.00008977946,0.000004611339,0.000007337489,0.8253849,0.0009956866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001655072,0.9188145,0.000791107,0.04342177,0.01891835,0.01420504,0.0002661373,0.0005357814,0.002881775],"genre_scores_gemma":[0.00005360677,0.9536105,0.01346255,0.0247685,0.003171042,0.001879257,0.0008340065,0.0006947388,0.001525799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8404582,"threshold_uncertainty_score":0.9992105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609879219190702,"score_gpt":0.4876299058335937,"score_spread":0.3266419839145236,"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."}}