{"id":"W2127235571","doi":"10.1136/bjo.2010.180661","title":"Optic nerve gliomas: role of Ki-67 staining of tumour and margins in predicting long-term outcome","year":2010,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Resection margin; Immunohistochemistry; Ki-67; Resection; Surgical margin; Pathology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0005881514,0.0001216234,0.0007325102,0.0003015908,0.00003097077,0.0000174454,0.0001344941,0.0001263707,0.0001276039],"category_scores_gemma":[0.0006656197,0.000128414,0.0001332869,0.000159647,0.0001726642,0.0001440735,0.00008167803,0.0005607635,4.177727e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001416553,"about_ca_system_score_gemma":0.0001003651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216417,"about_ca_topic_score_gemma":0.000006909772,"domain_scores_codex":[0.9982235,0.00009782562,0.001041633,0.0001584429,0.000232034,0.0002465895],"domain_scores_gemma":[0.9986304,0.0002111362,0.0006700178,0.0001271092,0.0002097042,0.000151635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687201,0.0001889813,0.8030809,0.0001799887,0.00003779496,0.06055904,0.00009669486,0.000002979017,0.135006,0.00003207132,0.000004116535,0.000642632],"study_design_scores_gemma":[0.001132578,0.0007678292,0.58887,0.000394583,0.00004060657,0.4040233,0.0001670925,0.0000219716,0.004485179,0.00004552538,8.433621e-7,0.00005051059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997429,0.001594112,0.000001938872,0.00006200089,0.0002166183,0.000123941,0.00001634888,0.000003984414,0.0005520688],"genre_scores_gemma":[0.9987707,0.00001897852,0.001042401,0.00000663812,0.0001073224,0.00000170392,0.000002183643,0.00002223748,0.00002781774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434643,"threshold_uncertainty_score":0.5236571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025410972494893,"score_gpt":0.2934364371277816,"score_spread":0.2731823274028326,"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."}}