{"id":"W4402272950","doi":"10.1136/lupus-2024-la.2","title":"02 Lupus and cancer","year":2024,"lang":"en","type":"article","venue":"Abstracts","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Systemic lupus erythematosus; Cancer; Computer science; Medicine; Internal medicine; Disease","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":[0.000882717,0.0004154306,0.0005515526,0.001280702,0.0008930609,0.003506321,0.0008229465,0.002252982,0.2385773],"category_scores_gemma":[0.004132168,0.0001799858,0.00055375,0.001409725,0.0006179402,0.00153679,0.001591053,0.00217194,0.07931723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178378,"about_ca_system_score_gemma":0.001919237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501537,"about_ca_topic_score_gemma":0.002141484,"domain_scores_codex":[0.9987441,0.0003358737,0.00009110611,0.000198782,0.0003792432,0.00025087],"domain_scores_gemma":[0.9979252,0.0003410183,0.0002745282,0.0002460353,0.0005085514,0.0007046693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001073008,0.0001398368,0.008966953,0.0009768062,0.0000508808,0.001347029,0.0001725378,0.00008069702,0.0003635934,0.01381464,0.4492685,0.5247112],"study_design_scores_gemma":[0.00001128874,0.00002692314,0.002006124,0.0004315939,0.00001023112,0.002938504,0.00006866323,0.00001835461,0.00005951052,0.001928899,0.9924937,0.000006125381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006918648,0.1790535,0.001238497,0.05937826,0.01907305,0.0001774879,0.00295406,0.0005783899,0.7306282],"genre_scores_gemma":[0.09633683,0.1807141,0.003028642,0.05247909,0.03411518,0.0002962494,0.007326419,0.0004962167,0.6252071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2385773,"threshold_uncertainty_score":0.7981207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012869475480723,"score_gpt":0.3446512539795058,"score_spread":0.3145225592246986,"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."}}