{"id":"W4387642809","doi":"10.1016/j.rpth.2023.102226","title":"A new approach to antiphospholipid antibody syndrome","year":2023,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"AbbVie Canada","keywords":"Antiphospholipid syndrome; Antibody; Medicine; Immunology; Computational biology; Virology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002592768,0.0009309142,0.0009032372,0.00194905,0.001265596,0.003011115,0.001618652,0.003611606,0.009753913],"category_scores_gemma":[0.00509251,0.0002327281,0.0006325537,0.0008644196,0.004577667,0.005163556,0.003719529,0.007942723,0.004266664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083414,"about_ca_system_score_gemma":0.003207703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374049,"about_ca_topic_score_gemma":0.00229734,"domain_scores_codex":[0.9984705,0.0004624891,0.0001430949,0.0003148859,0.0004870197,0.0001220028],"domain_scores_gemma":[0.9977526,0.0007182392,0.0001305723,0.0002080129,0.0007311302,0.0004593856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001279936,0.0002066326,0.002590998,0.0008330739,0.00008051727,0.00249696,0.0007558286,0.0004049765,0.001359068,0.2884636,0.2185176,0.4841629],"study_design_scores_gemma":[0.00004199408,0.0001095293,0.0007656367,0.0009324317,0.00003785778,0.006692727,0.0003373278,0.0004189777,0.0002466166,0.1018428,0.8885418,0.00003232825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005454007,0.2165182,0.06627187,0.5133651,0.08634546,0.0001540844,0.000308071,0.0005791773,0.111004],"genre_scores_gemma":[0.08319724,0.3532778,0.06859554,0.2740757,0.1513205,0.0004553341,0.0005278937,0.0003695033,0.06818064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009753913,"threshold_uncertainty_score":0.03263009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.232593027430756,"score_gpt":0.4893502157871197,"score_spread":0.2567571883563637,"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."}}