{"id":"W4206625526","doi":"10.1093/jalm/jfab131","title":"Autoantibodies in Common Connective Tissue Diseases: A Primer for Laboratory Professionals","year":2021,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program; McMaster University","funders":"","keywords":"Autoantibody; Medicine; Context (archaeology); Connective tissue; Intensive care medicine; Health professionals; Clinical Practice; Pathology; Medical physics; Immunology; Family medicine; Health care; Biology","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":[0.01748008,0.001139166,0.001269007,0.004000519,0.002033692,0.005532546,0.002072526,0.007883667,0.003071814],"category_scores_gemma":[0.03348382,0.0005781226,0.000753779,0.002260418,0.006432492,0.01249595,0.00454064,0.01483281,0.002219664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002061928,"about_ca_system_score_gemma":0.006181619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496433,"about_ca_topic_score_gemma":0.002056251,"domain_scores_codex":[0.9892636,0.006192016,0.001383727,0.0004648895,0.002144187,0.0005515669],"domain_scores_gemma":[0.967496,0.01879567,0.002067755,0.0007763264,0.007201512,0.00366284],"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":[0.0001332581,0.0005350525,0.009298893,0.004625974,0.00004704454,0.005921921,0.0105388,0.0003608074,0.002300126,0.03406182,0.5627242,0.3694521],"study_design_scores_gemma":[0.00003247679,0.0002455696,0.00361598,0.01192416,0.00004262598,0.02796984,0.01086406,0.0003728085,0.0003772923,0.03595886,0.9085118,0.00008450559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002003354,0.4075837,0.009928302,0.5492513,0.02212254,0.0001323938,0.00006547654,0.0002039486,0.008708971],"genre_scores_gemma":[0.04019731,0.5390652,0.04630712,0.3055453,0.0582264,0.000546823,0.000202695,0.0001599044,0.009749263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01748008,"threshold_uncertainty_score":0.0924446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053458032029477,"score_gpt":0.3565916425437262,"score_spread":0.3360570622234315,"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."}}