{"id":"W4283378186","doi":"10.1017/cjn.2022.221","title":"P.137 Surgical approaches to adult thalamic gliomas: a systematic review","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glioma; Surgical resection; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994376,0.001232228,0.004065405,0.009486923,0.0004899437,0.001479806,0.001441755,0.001200782,0.00950164],"category_scores_gemma":[0.01096616,0.0005498069,0.003960774,0.01147709,0.0005599001,0.001647088,0.001011519,0.0007528673,0.0008174758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168976,"about_ca_system_score_gemma":0.00584427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005479773,"about_ca_topic_score_gemma":0.0147039,"domain_scores_codex":[0.9983073,0.0003677437,0.0007026162,0.0001645238,0.0003733037,0.00008448575],"domain_scores_gemma":[0.9934412,0.004205467,0.001467994,0.00007121625,0.0007224402,0.00009160023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001129266,0.00001268682,0.0006764136,0.9361717,0.002331395,0.0001393487,0.0001042749,0.00008107594,0.0001403951,0.0002285098,0.004612724,0.05538855],"study_design_scores_gemma":[0.0001735847,0.0001430198,0.004871646,0.9133205,0.02556615,0.001024369,0.0002593073,0.00007513398,0.0001600672,0.0004162269,0.05396222,0.00002777003],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000391792,0.9982217,0.00008298236,0.0002382915,0.00009861695,0.0001100733,0.0004338233,0.000006677413,0.0004159766],"genre_scores_gemma":[0.003210372,0.9958524,0.0001717548,0.0002539575,0.00005975361,0.0001256404,0.0001999638,0.000002472088,0.0001238179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00950164,"threshold_uncertainty_score":0.03178614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580985806783518,"score_gpt":0.3234769540315822,"score_spread":0.1653783733532304,"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."}}