{"id":"W4406414916","doi":"10.1016/j.yoto.2013.03.023","title":"10.1016/j.yoto.2013.03.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Radiosurgery; Schwannoma; Vestibular system; Medicine; Vestibular Schwannomas; Medical physics; Radiology; Radiation therapy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000494006,0.001019057,0.0004942078,0.001364602,0.0008085897,0.001840502,0.0007273288,0.002503995,0.8092353],"category_scores_gemma":[0.0009831707,0.00037251,0.0005227121,0.0005416854,0.0007167035,0.001964611,0.0008710693,0.00137255,0.6518936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007064615,"about_ca_system_score_gemma":0.0009933161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232749,"about_ca_topic_score_gemma":0.002789418,"domain_scores_codex":[0.999795,0.00001782866,0.00002047188,0.00005075235,0.00004952828,0.00006636952],"domain_scores_gemma":[0.9994057,0.0001114794,0.00009806802,0.00002290892,0.0001057322,0.0002561992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006726296,0.0006325049,0.01874208,0.0008127218,0.00007919276,0.002022136,0.0001778381,0.0002837522,0.001420405,0.004457574,0.2364436,0.7342556],"study_design_scores_gemma":[0.0001986838,0.0004202696,0.01752001,0.002461644,0.0001248241,0.01989444,0.0009113853,0.0005716381,0.001022129,0.007881165,0.9489254,0.00006833235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02004153,0.03483399,0.003049522,0.01674363,0.004121875,0.0001477134,0.00316434,0.001397641,0.9164997],"genre_scores_gemma":[0.05080749,0.01634838,0.003160663,0.00461018,0.001760832,0.000122278,0.002065465,0.0002989103,0.9208258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1907647,"threshold_uncertainty_score":0.2721027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009879896824733371,"score_gpt":0.1986873840509417,"score_spread":0.1888074872262083,"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."}}