{"id":"W3153681190","doi":"10.21203/rs.3.rs-440461/v1","title":"Towards Understanding ChAdOx1 nCov-19 Vaccine-induced Immune Thrombotic Thrombocytopenia (VITT)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Neutrophil extracellular traps; Immune system; Antibody; Platelet factor 4; Immunology; Proinflammatory cytokine; Platelet; Medicine; Inflammation; Virology","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004698819,0.001563205,0.004504024,0.001810238,0.001296887,0.001188578,0.00175452,0.002298678,0.003892371],"category_scores_gemma":[0.002420104,0.001491738,0.001513249,0.002676782,0.0003842976,0.0005057621,0.0061003,0.008886695,0.0007328091],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006899016,"about_ca_system_score_gemma":0.008335805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051898,"about_ca_topic_score_gemma":0.0008243224,"domain_scores_codex":[0.9855777,0.001802787,0.001949397,0.003232595,0.004175444,0.003262053],"domain_scores_gemma":[0.9902381,0.0008299054,0.0004864746,0.004711268,0.001883138,0.001851118],"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":[0.003234917,0.01061946,0.0526106,0.04952545,0.01608226,0.0164988,0.02859532,0.0002788127,0.7436605,0.04966469,0.0183678,0.01086139],"study_design_scores_gemma":[0.0225673,0.006647145,0.6767558,0.03606709,0.00314092,0.001816999,0.04759093,0.002692003,0.1588364,0.03088061,0.005064181,0.007940641],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436503,0.003142822,0.0009117242,0.009397095,0.002132193,0.005811071,0.0001108331,0.0006789649,0.03416498],"genre_scores_gemma":[0.9906662,0.003185309,0.001423468,0.0003234766,0.001260456,0.0005425425,0.001052644,0.0004730043,0.001072874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6241452,"threshold_uncertainty_score":0.9998483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422881087555412,"score_gpt":0.4405825396121598,"score_spread":0.1982944308566187,"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."}}