{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02678928,0.0003347442,0.001077717,0.009376052,0.0003929105,0.004262744,0.001296619,0.0005731389,0.004793128],"category_scores_gemma":[0.112985,0.0002621113,0.001182565,0.01004904,0.0003586664,0.001764353,0.001135961,0.0006037243,0.001044518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416479,"about_ca_system_score_gemma":0.002304221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783309,"about_ca_topic_score_gemma":0.004516492,"domain_scores_codex":[0.964833,0.01255082,0.01104987,0.004093862,0.00658753,0.0008849806],"domain_scores_gemma":[0.8440382,0.09839948,0.02480177,0.01388581,0.01747309,0.001401691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007314489,0.0003399249,0.9043593,0.00160022,0.004463448,0.0001795219,0.0004678178,0.002304055,0.001220259,0.001830067,0.01376624,0.06215473],"study_design_scores_gemma":[0.0007679969,0.0008282142,0.9646028,0.0002591254,0.002416175,0.001113767,0.0006956914,0.01102898,0.002377877,0.00131707,0.01449563,0.00009680427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7925208,0.002779206,0.01172135,0.001233982,0.0001350886,0.0007310013,0.1834304,0.0009069943,0.006541255],"genre_scores_gemma":[0.9190553,0.0003671673,0.007512603,0.0002002729,0.00005836173,0.0004194457,0.07163396,0.0001076945,0.0006452017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02678928,"threshold_uncertainty_score":0.141677,"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."}}