{"id":"W4206321472","doi":"10.1038/s41433-021-01850-1","title":"Orbito-cranial schwannoma—a multicentre experience","year":2022,"lang":"en","type":"article","venue":"Eye","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Resection; Surgical resection; MEDLINE; Adjunctive treatment; Eye disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001334323,0.0001058073,0.0001563666,0.0000876375,0.0003314392,0.00001984312,0.0001420952,0.00001835397,0.004957324],"category_scores_gemma":[0.00003949699,0.000101484,0.00007245674,0.0002246863,0.00003399148,0.00005751417,0.0002212835,0.0001750933,0.0001851173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008880796,"about_ca_system_score_gemma":0.00003897134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003261902,"about_ca_topic_score_gemma":6.222156e-7,"domain_scores_codex":[0.9988397,0.00004406947,0.0001771394,0.0002648715,0.0004158339,0.0002584162],"domain_scores_gemma":[0.9994742,0.00001554387,0.0000451696,0.0003190537,0.00002492947,0.0001210909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005456098,0.004736586,0.4188555,0.0006277999,0.0008249712,0.0674594,0.08817168,0.0008643527,0.1051205,0.01957464,0.2446104,0.04369801],"study_design_scores_gemma":[0.006139529,0.0009536583,0.09082847,0.00004371228,0.0001508797,0.0006150653,0.01239869,0.006220668,0.002465556,0.0001308948,0.8794602,0.0005926744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760779,0.0001534556,0.00008172695,0.001210934,0.0006324241,0.0003350497,0.000005128243,0.0001090006,0.02139435],"genre_scores_gemma":[0.985423,7.269091e-7,0.001079804,0.0003326692,0.0001890793,0.00009857641,0.00001933451,0.0000167568,0.01284008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6348498,"threshold_uncertainty_score":0.9959523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659729552530452,"score_gpt":0.2825024681544577,"score_spread":0.2659051726291531,"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."}}