{"id":"W4380871311","doi":"10.1097/iop.0000000000002423","title":"A Novel Report of Suspected Prostate Adenocarcinoma to Orbital Roof Meningioma Metastasis","year":2023,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Meningioma; Orbit (dynamics); Skull; Metastasis; Prostate cancer; Adenocarcinoma; Radiology; Biopsy; Prostate; Pathology; Cancer; Surgery; Internal medicine","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":[0.0005612049,0.0002731822,0.0008283068,0.0009109598,0.0001022691,0.0000245297,0.00006540582,0.00008358547,0.0001201032],"category_scores_gemma":[0.001015731,0.0002348443,0.0001919341,0.001128535,0.0002043577,0.0001088072,0.0001432748,0.000142546,0.00003544888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000539118,"about_ca_system_score_gemma":0.0001859314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005545721,"about_ca_topic_score_gemma":0.000001082574,"domain_scores_codex":[0.9977815,0.00004455794,0.0007590883,0.0005890547,0.0003731596,0.0004526773],"domain_scores_gemma":[0.9980723,0.0008457467,0.000281914,0.0003064763,0.0001901581,0.0003034195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002393405,0.0003369791,0.8086028,0.001069206,0.002496758,0.08513841,0.001515925,0.00004803663,0.08214481,0.0009790484,0.005328724,0.009945865],"study_design_scores_gemma":[0.001079406,0.0003690139,0.8760462,0.0005120714,0.0004115379,0.1121462,0.001921923,0.0004047155,0.00630457,0.0002144355,0.0001324282,0.0004575254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952691,0.0001265232,0.0003147055,0.0001600938,0.0007385843,0.0005094214,0.00009340025,0.0001050843,0.002683076],"genre_scores_gemma":[0.995685,0.000004556975,0.002891802,0.000006177665,0.00007340056,0.00005361755,0.00008955838,0.0000315695,0.001164263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07584024,"threshold_uncertainty_score":0.9576671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468723371176068,"score_gpt":0.2668657370247156,"score_spread":0.2321785033129549,"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."}}