{"id":"W2789785220","doi":"10.1016/j.autrev.2018.03.002","title":"Solid phase assays versus automated indirect immunofluorescence for detection of antinuclear antibodies","year":2018,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"IIf; Anti-nuclear antibody; Immunoassay; Medicine; Antibody; Connective tissue disease; CTD; Receiver operating characteristic; Immunofluorescence; Area under the curve; Mixed connective tissue disease; Immunology; Autoantibody; Autoimmune disease; Internal medicine","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":[0.001325661,0.001130552,0.001978808,0.002762172,0.0001486422,0.001282498,0.001530419,0.001250242,0.003089548],"category_scores_gemma":[0.001439566,0.0003273785,0.0007217815,0.001642613,0.0007324088,0.001310217,0.0005805232,0.002059126,0.002070557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005470114,"about_ca_system_score_gemma":0.0008366024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106065,"about_ca_topic_score_gemma":0.00163608,"domain_scores_codex":[0.99934,0.0001238703,0.00007902489,0.0001178485,0.0002913823,0.00004792763],"domain_scores_gemma":[0.9990774,0.000557673,0.000120563,0.0000257355,0.0001927117,0.00002594786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001355187,0.00008056047,0.0004957275,0.01170375,0.0001397779,0.000184207,0.00003552249,0.0002046521,0.005265995,0.002324926,0.01267131,0.9667581],"study_design_scores_gemma":[0.00007785208,0.0003591499,0.003377138,0.006000615,0.000527112,0.003926908,0.000107897,0.0003832562,0.006497085,0.003080618,0.9755998,0.00006256683],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001931491,0.9981055,0.0004230462,0.0001988179,0.0002635095,0.000008858004,0.00002303631,0.00001316202,0.0007708441],"genre_scores_gemma":[0.002006415,0.994962,0.001190038,0.0003625593,0.0003933195,0.00001702101,0.00007434953,0.000003988076,0.0009902973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003089548,"threshold_uncertainty_score":0.01033556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652964065784143,"score_gpt":0.4870148758206599,"score_spread":0.3217184692422457,"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."}}