{"id":"W2330391809","doi":"10.1097/01.pat.0000443481.04916.0d","title":"Autoantibody testing and applications: towards a new orthodoxy","year":2014,"lang":"en","type":"article","venue":"Pathology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Autoantibody; Diagnostic test; Medicine; Immunology; Intensive care medicine; Biology; Pediatrics","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":[0.03917253,0.001411218,0.003140527,0.005892007,0.004405989,0.01303733,0.004300666,0.01753968,0.004366785],"category_scores_gemma":[0.03213844,0.0009364358,0.0009158952,0.001938356,0.06876058,0.02945369,0.007143381,0.03426432,0.001891492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006664472,"about_ca_system_score_gemma":0.009116746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127741,"about_ca_topic_score_gemma":0.003121087,"domain_scores_codex":[0.9861864,0.006213488,0.001278713,0.001441238,0.004353833,0.0005263957],"domain_scores_gemma":[0.9338666,0.04570575,0.002058199,0.004361573,0.01076007,0.003247824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001145227,0.0001720961,0.0004668596,0.0006886919,0.00003611706,0.0001693033,0.002106505,0.0002421634,0.001013009,0.8664728,0.07546545,0.05305241],"study_design_scores_gemma":[0.00007316134,0.0001166007,0.0003686547,0.001500358,0.00003973736,0.0004466601,0.001958674,0.0007078655,0.0003692504,0.6962323,0.2981138,0.00007297034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002356241,0.2211861,0.03735331,0.6694222,0.03889435,0.00005053463,0.0001249474,0.0001910206,0.03042119],"genre_scores_gemma":[0.1647979,0.2046876,0.04889818,0.3666293,0.1845334,0.0004135695,0.0001916131,0.0004918705,0.02935658],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03917253,"threshold_uncertainty_score":0.2071666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243077774438595,"score_gpt":0.3463384404579423,"score_spread":0.2939076627135564,"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."}}