{"id":"W2908699231","doi":"10.1016/j.thromres.2019.01.010","title":"The comparison of real world and core laboratory antiphospholipid antibody ELISA results from antiphospholipid syndrome alliance for clinical trials & international networking (APS ACTION) clinical database and repository analysis","year":2019,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Clinical and Translational Science Center, Weill Cornell Medical College; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Antiphospholipid syndrome; Alliance; Antibody; Clinical trial; Medicine; Database; Action (physics); Immunology; Internal medicine; Computer science; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03985273,0.0003113878,0.002469464,0.0004353786,0.0005012678,0.0002195268,0.0006922184,0.0003541352,0.00006991035],"category_scores_gemma":[0.008575645,0.0002276904,0.0004738328,0.001620228,0.00143805,0.0002455216,0.0006492262,0.001433042,0.0000358483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690544,"about_ca_system_score_gemma":0.0005250452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009744907,"about_ca_topic_score_gemma":0.0005009653,"domain_scores_codex":[0.9890873,0.003144468,0.00364306,0.001346202,0.002005244,0.0007736757],"domain_scores_gemma":[0.9653785,0.02975528,0.001124565,0.0017893,0.001479891,0.0004724995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004973357,0.0004176438,0.9641996,0.0002313923,0.003122162,0.00001148159,0.0002835749,0.00000390294,0.008337749,0.00009187693,0.01668085,0.001646419],"study_design_scores_gemma":[0.008296295,0.0005845617,0.9387259,0.001353222,0.0008203724,0.00004800226,0.001347239,0.006455174,0.001220945,0.00004170463,0.04079746,0.0003090837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905943,0.002892062,0.00008565068,0.0008505938,0.001953518,0.002219881,0.0006422909,0.00004787885,0.0007138142],"genre_scores_gemma":[0.9640967,0.0305455,0.001277702,0.00004219097,0.001292738,0.00006986243,0.0007618302,0.00005907168,0.001854463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03127709,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5014720233058071,"score_gpt":0.6056179436441868,"score_spread":0.1041459203383797,"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."}}