{"id":"W4386895811","doi":"10.3389/fimmu.2023.1243946","title":"Identification of SKOR2 IgG as a novel biomarker of paraneoplastic neurologic syndrome","year":2023,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Biomarker; Autoimmune encephalitis; Pathology; Immunology; Autoantibody; Biology; Antibody","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":[0.0003118526,0.0004387315,0.0001933971,0.0007418406,0.0001576506,0.0003830561,0.000218794,0.0003865495,0.0009151629],"category_scores_gemma":[0.0003224146,0.0001089973,0.0002071597,0.0003001444,0.0002343283,0.0001481849,0.0002750569,0.0002554868,0.0001860685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290521,"about_ca_system_score_gemma":0.0001819468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007429722,"about_ca_topic_score_gemma":0.0009328622,"domain_scores_codex":[0.9998109,0.00002110994,0.00001884884,0.00005985169,0.00005938451,0.0000299737],"domain_scores_gemma":[0.9998552,0.00002449993,0.00004414393,0.00001353559,0.00003634156,0.00002630319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003538904,0.00004859985,0.1734574,0.0001539512,0.0001176136,0.003337961,0.0001172247,0.0004065769,0.8117782,0.0001747211,0.0003952693,0.00965855],"study_design_scores_gemma":[0.00006792248,0.0005403185,0.5227953,0.0000768668,0.0002703684,0.0285641,0.0003902911,0.009236666,0.4312384,0.0006105171,0.006180145,0.00002914412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995779,0.0008243126,0.002100529,0.00008200636,0.00001205713,0.00001998494,0.0003706834,0.00008457548,0.0007267172],"genre_scores_gemma":[0.9969177,0.0002552415,0.001875165,0.00008066404,0.00000995044,0.000009162771,0.0005855492,0.0000103441,0.0002561577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009151629,"threshold_uncertainty_score":0.003061533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160529203413157,"score_gpt":0.2588283173426612,"score_spread":0.2427753970013455,"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."}}