{"id":"W4246094057","doi":"10.1148/cases.20201203","title":"Trigeminal schwannoma","year":2020,"lang":"it","type":"standard","venue":"","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Schwannoma; Computer science; Medicine; 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":[0.000184964,0.0001979747,0.0001084846,0.0007546192,0.0006997889,0.0006104439,0.0002999273,0.0003929733,0.02320686],"category_scores_gemma":[0.001081883,0.00004796165,0.0001752219,0.0006097535,0.0003875284,0.0005932206,0.0006266193,0.000960994,0.008199636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134396,"about_ca_system_score_gemma":0.002074749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710068,"about_ca_topic_score_gemma":0.005585738,"domain_scores_codex":[0.9998233,0.00001256764,0.00001519627,0.00001754168,0.00008865928,0.00004285766],"domain_scores_gemma":[0.9996054,0.00004334059,0.00004674585,0.00002617417,0.0001017171,0.0001767101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001188574,0.0002432385,0.01142943,0.000146012,0.00001144486,0.01657084,0.0001219325,0.0006773219,0.002320656,0.01781389,0.1414485,0.8090978],"study_design_scores_gemma":[0.00006891843,0.0002817388,0.03175954,0.000595456,0.00003598449,0.1416194,0.0003725766,0.001484377,0.002637043,0.02836716,0.7927359,0.00004181821],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06534953,0.01060292,0.005821533,0.01638867,0.003376422,0.0001006655,0.0007531794,0.0006425651,0.8969646],"genre_scores_gemma":[0.73474,0.01528964,0.009036748,0.01297588,0.004340517,0.000141634,0.003333652,0.0002483763,0.2198936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02320686,"threshold_uncertainty_score":0.07763469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589896538267523,"score_gpt":0.2822412877501534,"score_spread":0.2463423223674782,"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."}}