{"id":"W4328047989","doi":"10.1227/neu.0000000000002456","title":"Local Control and Survival Outcomes After Stereotactic Radiosurgery for Brain Metastases From Gastrointestinal Primaries: An International Multicenter Analysis","year":2023,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Alberta","funders":"","keywords":"Medicine; Radiosurgery; Multivariate analysis; Univariate analysis; Internal medicine; Proportional hazards model; Gastroenterology; Radiation therapy","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":[0.00172406,0.0002984079,0.0003788576,0.001419244,0.0002545801,0.0004697485,0.0003298922,0.0002587408,0.001020862],"category_scores_gemma":[0.002537239,0.0001535867,0.0007207501,0.001583675,0.0003149036,0.000319248,0.0004493754,0.0002571631,0.0001452817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004689381,"about_ca_system_score_gemma":0.0003000529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460809,"about_ca_topic_score_gemma":0.00314114,"domain_scores_codex":[0.9993185,0.000251264,0.00007961123,0.0001497329,0.0001210959,0.00007983582],"domain_scores_gemma":[0.9972697,0.0005442218,0.001491379,0.0001816571,0.0002125271,0.0003004723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005679789,0.00003345727,0.996551,0.00002152549,0.000264596,0.00007122414,0.0000531441,0.0001249532,0.0001627631,0.00001160791,0.0001530266,0.00198481],"study_design_scores_gemma":[0.00003898845,0.0001777885,0.9989643,0.000007465114,0.0001334698,0.0002043281,0.0000731023,0.0001639268,0.00006770631,0.00001187651,0.0001533665,0.000003663057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988451,0.0004119601,0.000061593,0.00002371433,0.000001646228,0.000009539897,0.0003939387,0.000002661981,0.0002498621],"genre_scores_gemma":[0.998948,0.0001357014,0.00003969896,0.00001360579,0.000008511252,0.00001400714,0.0008043246,0.000002300497,0.00003378893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002460809,"threshold_uncertainty_score":0.009117842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428773698125692,"score_gpt":0.2978629458602182,"score_spread":0.2735752088789613,"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."}}