{"id":"W2897978079","doi":"10.1016/j.ijrobp.2019.10.002","title":"Nodular Leptomeningeal Disease—A Distinct Pattern of Recurrence After Postresection Stereotactic Radiosurgery for Brain Metastases: A Multi-institutional Study of Interobserver Reliability","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Radiosurgery; Medicine; Inter-rater reliability; Radiology; Disease; Pathology; Psychology; Radiation therapy; Rating scale","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":[0.002374975,0.0002328644,0.0002933703,0.001359989,0.0003392117,0.0005799358,0.0004715931,0.0003026385,0.0005047149],"category_scores_gemma":[0.008774181,0.0001950092,0.0004026262,0.000850688,0.00057953,0.0006589078,0.0007425326,0.0001982621,0.0001976398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634568,"about_ca_system_score_gemma":0.0001755277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493844,"about_ca_topic_score_gemma":0.002472323,"domain_scores_codex":[0.9984459,0.0006292685,0.000225593,0.0002517976,0.000323493,0.0001239435],"domain_scores_gemma":[0.9917231,0.002758439,0.003020295,0.001164622,0.001091192,0.0002422527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000427345,0.00003187116,0.992085,0.00001358969,0.0001008518,0.0002397136,0.000582432,0.00009457317,0.003152356,0.00002106682,0.00004063734,0.003210415],"study_design_scores_gemma":[0.000005751371,0.000131804,0.9978569,0.00000211342,0.00003551205,0.0007921626,0.000297554,0.0002427546,0.0005131493,0.00001636286,0.00009907704,0.00000679153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994579,0.00007662231,0.0002076311,0.00000344137,0.000002337329,0.000005846446,0.00004207069,0.000005160755,0.0001989339],"genre_scores_gemma":[0.9997615,0.00001807221,0.0000829823,0.000002460176,0.000002601032,0.000005120039,0.00007785392,0.000003473118,0.00004590088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374975,"threshold_uncertainty_score":0.01256025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920338988988748,"score_gpt":0.3448355826402243,"score_spread":0.3156321927503368,"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."}}