{"id":"W2587566976","doi":"10.1093/neuonc/now188.219","title":"P09.10 Clinical fMRI in low grade glioma patients: impact on surgical decision making and patient outcomes","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"","keywords":"Medicine; Surgical excision; Glioma; Clinical decision making; Physical medicine and rehabilitation; Surgery; Intensive care 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":[0.0008098501,0.000149901,0.0001772384,0.0002910422,0.0002313127,0.0006061269,0.0002533942,0.0003136813,0.003527432],"category_scores_gemma":[0.005803572,0.00007042573,0.0003203694,0.0004506915,0.0003305792,0.0003614936,0.0003403114,0.0004335782,0.0004675461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819757,"about_ca_system_score_gemma":0.000538865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000474,"about_ca_topic_score_gemma":0.001562142,"domain_scores_codex":[0.9995657,0.0001628324,0.00003870282,0.00006955182,0.00008508968,0.00007818163],"domain_scores_gemma":[0.9957091,0.001384097,0.002102908,0.0001079013,0.000191024,0.0005050867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004381776,0.0000743576,0.9875673,0.00002345829,0.00004396493,0.0002703531,0.00005010621,0.0002031247,0.0002088366,0.0000315593,0.0003882762,0.0107005],"study_design_scores_gemma":[0.00003019267,0.0005294229,0.9960958,0.00002834736,0.00005068603,0.001215269,0.0002202888,0.0008588507,0.0002737436,0.0002198684,0.0004692718,0.0000083234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985663,0.0001360404,0.0001000864,0.0002883479,0.000009446451,0.000006636914,0.0001658336,0.00000278335,0.0007245547],"genre_scores_gemma":[0.9994967,0.00007329703,0.0001019869,0.00006241199,0.00001441005,0.000006654054,0.0001690553,0.000001846762,0.00007368722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003527432,"threshold_uncertainty_score":0.01180041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075175045503763,"score_gpt":0.3819201279125609,"score_spread":0.3511683774575233,"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."}}