{"id":"W3012014097","doi":"10.1186/s13014-020-01506-6","title":"Indications, feasibility, safety, and efficacy of CyberKnife radiotherapy for the treatment of olfactory groove meningiomas: a single institutional retrospective series","year":2020,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Radiosurgery; Cyberknife; Radiation therapy; Stereotactic radiotherapy; Retrospective cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633299,0.00009998871,0.0003466055,0.00007861514,0.0001002335,0.000005121093,0.00005287039,0.00007099289,0.00005648115],"category_scores_gemma":[0.0001909017,0.00007345788,0.00009008164,0.0001656911,0.000216402,0.00006265802,0.00001216451,0.00003871701,8.132525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366617,"about_ca_system_score_gemma":0.0002077687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001839526,"about_ca_topic_score_gemma":0.000006179063,"domain_scores_codex":[0.9991397,0.00006315693,0.0003542404,0.0002008498,0.0001410694,0.0001009995],"domain_scores_gemma":[0.9991042,0.0003308356,0.0002604258,0.0001477459,0.00008678267,0.00007002894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0284797,0.008406325,0.4036874,0.0006902479,0.005522612,0.00008871455,0.0706735,0.0009047158,0.05696278,0.2418119,0.002380752,0.1803913],"study_design_scores_gemma":[0.01154108,0.01530642,0.8895272,0.0000189668,0.0003998485,0.00006584926,0.0004926639,0.001194887,0.004376889,0.0003937631,0.07655615,0.0001262613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773169,0.003001675,0.006299856,0.01035516,0.0001330302,0.001960957,0.00006039014,0.00002800424,0.0008440365],"genre_scores_gemma":[0.9967571,0.0003739724,0.002417144,0.0001053884,0.0001449214,0.000047417,0.00005965206,0.000008763452,0.00008558703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4858398,"threshold_uncertainty_score":0.2995526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05831608019991904,"score_gpt":0.3251745111948283,"score_spread":0.2668584309949093,"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."}}