{"id":"W3080621517","doi":"10.1177/0961203320951260","title":"16th International Congress on Antiphospholipid Antibodies Task Force Report on Catastrophic Antiphospholipid Syndrome","year":2020,"lang":"en","type":"review","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Task force; Medicine; Antiphospholipid syndrome; Catastrophic antiphospholipid syndrome; Antibody; Immunology; Political science; Public administration","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006967383,0.001268597,0.004601376,0.0007828369,0.0001774074,0.0001839811,0.001171772,0.0007298839,0.0003912054],"category_scores_gemma":[0.001141045,0.0009737588,0.001249783,0.0007968107,0.0003111088,0.0001332949,0.0005050002,0.001908827,0.003236796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025404,"about_ca_system_score_gemma":0.00106068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004413025,"about_ca_topic_score_gemma":0.000004386463,"domain_scores_codex":[0.9924396,0.0002472989,0.001931403,0.001929159,0.002399557,0.001052975],"domain_scores_gemma":[0.9951951,0.0004821614,0.001164139,0.002143328,0.0003560674,0.0006592222],"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":[0.001392294,0.001359188,0.01292191,0.1034874,0.007161707,0.1918104,0.0004799895,0.000005656061,0.00003565026,0.00124089,0.442047,0.2380579],"study_design_scores_gemma":[0.001018582,0.000520802,0.00001123687,0.04403035,0.0005038953,0.2573405,0.00003755379,0.00001214501,0.00002783187,0.000007317049,0.6959716,0.0005182092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001681212,0.9446683,0.00001378892,0.0005576761,0.0408053,0.0034709,0.0006393106,0.0003765144,0.007786998],"genre_scores_gemma":[0.0008728168,0.9207224,0.0001130711,0.0002442178,0.001345369,0.0002462008,0.002276764,0.0003372366,0.07384197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2539246,"threshold_uncertainty_score":0.9992713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024090919174953,"score_gpt":0.3522359342611454,"score_spread":0.3119950250693959,"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."}}