{"id":"W4283697353","doi":"10.1136/annrheumdis-2022-eular.1637","title":"POS1216 POTENTIAL PREDICTORS OF OUTCOME FOR ANAKINRA TREATMENT IN COVID-19 PATIENTS WITH MACROPHAGE ACTIVATION SYNDROME","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Kawasaki Disease and Coronary Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Anakinra; Medicine; Internal medicine; Tocilizumab; Macrophage activation syndrome; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004248247,0.0004910364,0.0005430839,0.0005454461,0.0005102244,0.001113652,0.0003663989,0.0006659047,0.003065666],"category_scores_gemma":[0.002230394,0.0001909167,0.0006560376,0.0007114456,0.0002800256,0.0005443601,0.0004494305,0.001147265,0.0004552374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264323,"about_ca_system_score_gemma":0.0004302682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005613621,"about_ca_topic_score_gemma":0.0007192923,"domain_scores_codex":[0.9995221,0.0001227867,0.00007243735,0.00006897454,0.00007373709,0.0001399977],"domain_scores_gemma":[0.9984302,0.0004389233,0.0005542743,0.0000528836,0.000110877,0.0004127216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009090735,0.00008300685,0.9952639,0.00001671407,0.0001018801,0.0007505717,0.000031906,0.0000765702,0.0004942723,0.00006296355,0.0001561847,0.002052919],"study_design_scores_gemma":[0.00007231835,0.0005099488,0.9941918,0.00003708347,0.0002143863,0.002644462,0.0003595624,0.0008269613,0.0002638553,0.000275457,0.000584612,0.00001953211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971949,0.0007193146,0.0001020836,0.0001723236,0.00004526627,0.00000729558,0.0002373897,0.000004677603,0.001516681],"genre_scores_gemma":[0.9990953,0.0001480697,0.00007962374,0.00005894779,0.0000670984,0.000006590903,0.0003416677,0.000002209176,0.0002005847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003065666,"threshold_uncertainty_score":0.01025569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789066866475956,"score_gpt":0.3209637059233398,"score_spread":0.2830730372585802,"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."}}