{"id":"W4206248777","doi":"10.1093/jalm/jfab140","title":"The International Consensus on ANA Patterns (ICAP) in 2021—The 6th Workshop and Current Perspectives","year":2021,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Harmonization; Political science; Library science; Computer science","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":[0.1112126,0.001566142,0.002284495,0.002940807,0.004363306,0.01134969,0.006501561,0.01947887,0.008131005],"category_scores_gemma":[0.04946718,0.001175485,0.003161657,0.002698008,0.003885585,0.009165408,0.01281198,0.02165649,0.003533565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008338727,"about_ca_system_score_gemma":0.0597401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006866838,"about_ca_topic_score_gemma":0.004606746,"domain_scores_codex":[0.9599769,0.01484236,0.005624548,0.002586668,0.009638677,0.007330988],"domain_scores_gemma":[0.9243179,0.01369744,0.004555906,0.002358968,0.02960911,0.02546072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004127407,0.0004362578,0.005016101,0.005334316,0.0001527136,0.001247449,0.001976969,0.001082693,0.001652504,0.04287766,0.6617315,0.2780789],"study_design_scores_gemma":[0.00006827287,0.0002339784,0.003978146,0.007051073,0.00008799957,0.0008616901,0.004166631,0.0006900299,0.0008112396,0.02290741,0.9590338,0.0001097001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003462157,0.07964768,0.0154082,0.7743171,0.1147501,0.0005553016,0.0008810284,0.0003280069,0.0106505],"genre_scores_gemma":[0.1416185,0.1526328,0.1634983,0.4278381,0.06407072,0.005255078,0.01126507,0.0009439337,0.03287761],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1112126,"threshold_uncertainty_score":0.5881552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900485303505346,"score_gpt":0.3362633603921094,"score_spread":0.307258507357056,"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."}}