{"id":"W2314490188","doi":"10.1097/mao.0b013e318241c086","title":"Conservative Management Versus Stereotactic Radiation for Vestibular Schwannomas","year":2012,"lang":"en","type":"review","venue":"Otology & Neurotology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Université de Montréal","funders":"","keywords":"Medicine; Radiosurgery; Schwannoma; Conservative management; Radiation therapy; Vestibular system; Stereotactic radiotherapy; Data extraction; Stereotactic radiation therapy; MEDLINE; Surgery; Radiology","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":[0.001908746,0.0007732965,0.004230923,0.004006857,0.0002617744,0.001008097,0.001257594,0.00113562,0.002956133],"category_scores_gemma":[0.005343839,0.0002516319,0.001870925,0.004069106,0.0004439857,0.001040893,0.0003979582,0.0004395948,0.0003294751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000878563,"about_ca_system_score_gemma":0.00189517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029083,"about_ca_topic_score_gemma":0.002666214,"domain_scores_codex":[0.9986786,0.0003689626,0.0005202328,0.0001213225,0.0002676117,0.00004322766],"domain_scores_gemma":[0.997183,0.001771093,0.0007854311,0.00002614097,0.0001814553,0.00005300242],"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":[0.001543889,0.0001276395,0.001471204,0.664851,0.004406913,0.0004542322,0.000150333,0.0001395555,0.0008907482,0.0002892493,0.002199705,0.3234755],"study_design_scores_gemma":[0.003642056,0.005805763,0.03813687,0.7212806,0.1042332,0.009769848,0.00154332,0.0003825331,0.00279578,0.001279348,0.110994,0.0001365327],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009981875,0.9987147,0.00001898906,0.00004337786,0.00003830189,0.00002410023,0.00002560355,0.000001164075,0.0001357112],"genre_scores_gemma":[0.01229389,0.9869727,0.0002048363,0.0001627964,0.0001216591,0.00008274762,0.00006010776,0.000001226043,0.0001000202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004230923,"threshold_uncertainty_score":0.01009452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554436875839114,"score_gpt":0.3937020996707601,"score_spread":0.2382584120868487,"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."}}