{"id":"W4392771939","doi":"10.1111/bpa.13249","title":"Meeting report of the 20th International Congress of Neuropathology (<scp>ICN</scp>) 2023 in Berlin","year":2024,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Gesellschaft für Muskelkranke; Deutsche Forschungsgemeinschaft","keywords":"Neuropathology; Neuroscience; Medicine; Business; Internal medicine; Psychology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005894104,0.0001259436,0.0003351952,0.0001732668,0.00001985738,0.000005599393,0.0001925625,0.0001053804,0.00003154229],"category_scores_gemma":[0.00298734,0.00009412937,0.0001335471,0.0003152613,0.0003153572,0.00003764626,0.0001718298,0.0003061534,0.000005856967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695861,"about_ca_system_score_gemma":0.0001051226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004763167,"about_ca_topic_score_gemma":0.0001296707,"domain_scores_codex":[0.9984671,0.000228688,0.0005613601,0.0003380674,0.0001896335,0.0002151734],"domain_scores_gemma":[0.9990184,0.0003643532,0.0001750508,0.0003193652,0.0000855377,0.00003725474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001276737,0.000659839,0.2703719,0.0007025491,0.00009798574,0.05683949,0.003003217,0.0003263546,0.5783166,0.004578795,0.0784588,0.006516831],"study_design_scores_gemma":[0.004408003,0.001301586,0.7460414,0.001230135,0.0001648455,0.03758446,0.00279838,0.003882288,0.02311599,0.002629946,0.1765644,0.0002785774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808738,0.0009357322,0.00004288734,0.003768077,0.003053075,0.0002012832,0.00002299027,0.00003132058,0.01107088],"genre_scores_gemma":[0.9937434,0.0001087341,0.0001658574,0.001229225,0.00009902105,0.00001521313,0.00001551744,0.00002506034,0.004598034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5552006,"threshold_uncertainty_score":0.3838484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292123920749186,"score_gpt":0.2817733278133968,"score_spread":0.2688520886059049,"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."}}