{"id":"W4402272553","doi":"10.1136/lupus-2024-la.23","title":"22 Lupus in my lifetime – as tears go by","year":2024,"lang":"en","type":"article","venue":"Abstracts","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tears; Systemic lupus erythematosus; Computer science; Medicine; Immunology; Internal medicine","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":[0.003528927,0.001291112,0.001177513,0.002779405,0.004891755,0.01074829,0.000811088,0.00442833,0.07013735],"category_scores_gemma":[0.01570268,0.0004601916,0.0008216141,0.00145141,0.002123294,0.005805278,0.004857097,0.00594565,0.03407744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427201,"about_ca_system_score_gemma":0.004242332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531784,"about_ca_topic_score_gemma":0.008507928,"domain_scores_codex":[0.995572,0.00175991,0.0003392356,0.0003246859,0.001324462,0.0006796757],"domain_scores_gemma":[0.9926425,0.0006674128,0.0007230857,0.000376064,0.001959218,0.003631736],"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":[0.00005508271,0.00005017098,0.002550383,0.0002036317,0.00001839016,0.0003403752,0.0006000181,0.000007513645,0.0001421005,0.002010862,0.9402505,0.053771],"study_design_scores_gemma":[0.00001598989,0.0000454389,0.003516246,0.0004709398,0.00001736041,0.001281269,0.001900387,0.000008050949,0.00003736237,0.001593711,0.991097,0.00001630468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005518014,0.1353495,0.0002163913,0.5751779,0.1651778,0.00006597893,0.0005184678,0.0002194765,0.1177565],"genre_scores_gemma":[0.0402161,0.09200734,0.0006278198,0.2621695,0.1900031,0.0001646966,0.0007330209,0.0002787377,0.4137998],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07013735,"threshold_uncertainty_score":0.2346328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388136649995998,"score_gpt":0.3118360075170046,"score_spread":0.2979546410170446,"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."}}