{"id":"W4401618222","doi":"10.1097/mao.0000000000004275","title":"Documented Initial Growth Does Not Necessarily Indicate Treatment for Sporadic Vestibular Schwannomas","year":2024,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Vestibular Schwannomas; Vestibular system; Audiology","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":[0.0006012967,0.0001322665,0.0001971969,0.0006035057,0.0001793584,0.0003019227,0.0002456834,0.0003081285,0.0007724425],"category_scores_gemma":[0.005661577,0.00008202367,0.0001658448,0.0006682987,0.0003313033,0.0003752471,0.0001373167,0.0002103453,0.0001926381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110526,"about_ca_system_score_gemma":0.000675851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129171,"about_ca_topic_score_gemma":0.003427667,"domain_scores_codex":[0.9996984,0.00005423268,0.00007138527,0.00004082831,0.0001037537,0.00003133121],"domain_scores_gemma":[0.9965692,0.0009367445,0.001977796,0.0000526959,0.0003698372,0.00009378735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004148449,0.00003774004,0.9386446,0.0008536953,0.00006599202,0.004553988,0.0001435732,0.0001739756,0.002206443,0.00007100926,0.001164373,0.05166975],"study_design_scores_gemma":[0.00005695398,0.0005767237,0.9578573,0.0006716418,0.0001431607,0.03429266,0.0006827508,0.0002687796,0.001298867,0.0001746289,0.003960537,0.00001608483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532565,0.04165903,0.0004942895,0.001045199,0.0001547832,0.00002534961,0.0005118907,0.00002316258,0.002829815],"genre_scores_gemma":[0.9927881,0.006102787,0.0003571871,0.0001735192,0.0001751387,0.000007614492,0.0002683397,0.00000324359,0.0001240324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00129171,"threshold_uncertainty_score":0.003179967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440661039839137,"score_gpt":0.3333179881562446,"score_spread":0.2989113777578533,"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."}}