{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006927671,0.0002433523,0.0003264921,0.0009260155,0.0003897586,0.0006318429,0.0003221188,0.0003650712,0.0007142809],"category_scores_gemma":[0.003232873,0.0002588012,0.0004791981,0.0006404494,0.0005403068,0.0003316895,0.0002911499,0.0002363396,0.000247731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004309732,"about_ca_system_score_gemma":0.0005455353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009795285,"about_ca_topic_score_gemma":0.001021356,"domain_scores_codex":[0.999415,0.0001490232,0.0001279991,0.0001024424,0.0001474242,0.00005815581],"domain_scores_gemma":[0.9977524,0.0006168122,0.001080024,0.0001902759,0.0001950071,0.000165502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003017901,0.00006276666,0.9800935,0.00008242421,0.00006742941,0.004276502,0.0001381083,0.0002082831,0.002962217,0.00005434572,0.00009246414,0.01166019],"study_design_scores_gemma":[0.00006182866,0.001498884,0.9348653,0.00005519235,0.0001929968,0.0570733,0.0006423389,0.0004485761,0.003455463,0.00008261588,0.001595397,0.00002805564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973903,0.001559762,0.0003085576,0.0000155958,0.000004034686,0.00001945051,0.00007548027,0.000007457191,0.0006193636],"genre_scores_gemma":[0.9990622,0.0005557227,0.0001716886,0.00001693736,0.00001187368,0.00001327968,0.0001045728,0.000005833936,0.00005781311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009795285,"threshold_uncertainty_score":0.003663778,"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."}}