{"id":"W2988829006","doi":"10.1093/neuros/nyz442","title":"A Phase II Study of Neoadjuvant Stereotactic Radiosurgery for Large Brain Metastases: Clinical Trial Protocol","year":2019,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Western Hospital","funders":"","keywords":"Radiosurgery; Medicine; Toxicity; Clinical trial; Radiation therapy; Stereotactic radiation therapy; Cohort; Clinical endpoint; Randomized controlled trial; Surgery; Prospective cohort study; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007575678,0.004087887,0.003721673,0.0006907584,0.001711955,0.001613928,0.002903858,0.00316946,0.02670177],"category_scores_gemma":[0.005050695,0.00130663,0.00126264,0.001099832,0.001910839,0.001459221,0.001022375,0.005227455,0.006246919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124379,"about_ca_system_score_gemma":0.01110378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311592,"about_ca_topic_score_gemma":0.004609712,"domain_scores_codex":[0.9975989,0.001348556,0.000131953,0.0002784871,0.0003035981,0.0003383626],"domain_scores_gemma":[0.9969417,0.0004678956,0.0007080369,0.0003033001,0.0003685303,0.001210416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8807749,0.06173263,0.001921686,0.003723324,0.000759841,0.0003955202,0.0002319377,0.00237446,0.009931729,0.001025865,0.01515151,0.0219767],"study_design_scores_gemma":[0.9000193,0.08598062,0.002217763,0.000128106,0.0002530589,0.0001078072,0.00004582754,0.0009430051,0.0007619519,0.0005923495,0.008917322,0.00003286341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1304756,0.001795921,0.005623622,0.001721613,0.0008238781,0.8441796,0.008634704,0.0003536321,0.006391427],"genre_scores_gemma":[0.08354913,0.001768757,0.008818311,0.002424421,0.0003188373,0.8912714,0.004350936,0.00004527023,0.007452904],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02670177,"threshold_uncertainty_score":0.08932632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09509320432431834,"score_gpt":0.4320241569832265,"score_spread":0.3369309526589082,"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."}}