{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428808,0.000791659,0.0005775773,0.0006488319,0.001506357,0.001046051,0.00055603,0.001140118,0.001729613],"category_scores_gemma":[0.00129345,0.0004305996,0.0009360433,0.0009875938,0.0007515294,0.0007992252,0.001223591,0.0005908478,0.0005063651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072172,"about_ca_system_score_gemma":0.0008299723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396311,"about_ca_topic_score_gemma":0.00528053,"domain_scores_codex":[0.9994395,0.0001112277,0.00008198708,0.0001241059,0.00007604798,0.0001671117],"domain_scores_gemma":[0.9992761,0.0001207812,0.0001692367,0.00007563748,0.00004010026,0.0003181246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001413998,0.001260019,0.6014729,0.0001619961,0.0003719837,0.3499783,0.00314972,0.0009006626,0.008289372,0.0003275116,0.001298812,0.03137478],"study_design_scores_gemma":[0.0003232383,0.002779807,0.478805,0.00008165499,0.0002078377,0.5099519,0.002934572,0.0008169616,0.001104532,0.0003336148,0.002541078,0.0001197797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974723,0.000859076,0.000326544,0.000133194,0.00002084687,0.00002385314,0.00007467252,0.000008178105,0.001081347],"genre_scores_gemma":[0.99863,0.0004619023,0.0003014773,0.0001100469,0.000053357,0.00001102623,0.0000843579,0.000008143885,0.0003397594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002396311,"threshold_uncertainty_score":0.007779181,"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."}}