{"id":"W1879964797","doi":"","title":"Cancer screening in patients with systemic lupus erythematosus.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Population; Internal medicine; Logistic regression; Confidence interval; Cancer; Cohort; Fecal occult blood; Cancer screening; Colorectal cancer; Colonoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004114402,0.0002033403,0.000468526,0.0003317145,0.00004500921,0.0000317185,0.0001410967,0.0001027522,0.00003043533],"category_scores_gemma":[0.00006234854,0.0001474291,0.00005795354,0.0005535774,0.00006412592,0.0001135893,0.00005261456,0.000224816,0.00002068726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320952,"about_ca_system_score_gemma":0.00007664202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006524934,"about_ca_topic_score_gemma":0.0001904881,"domain_scores_codex":[0.9975544,0.00006597701,0.0004268658,0.0003836137,0.0008051606,0.0007639423],"domain_scores_gemma":[0.9990453,0.00007026933,0.0001217835,0.0004068128,0.0001824755,0.0001733642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004325834,0.00014368,0.9915195,0.0005126978,0.0000507337,0.00005243208,0.00009586998,0.00003359412,0.000005958968,0.00004669043,0.001374303,0.005731923],"study_design_scores_gemma":[0.008158068,0.00003389696,0.9882171,0.0008763712,0.00003633571,0.001759365,0.0001501207,0.00005181694,0.00007556596,0.00001430577,0.0004423531,0.0001847266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912571,0.0009954846,0.00007940413,0.0001899179,0.0002003214,0.002841856,0.00001005916,0.000101049,0.004324771],"genre_scores_gemma":[0.9917903,0.00001310043,0.0001352369,0.00005151431,0.000173998,0.003292738,0.00002378744,0.00006045826,0.0044589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007725485,"threshold_uncertainty_score":0.6011984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166998294149958,"score_gpt":0.2414039183952412,"score_spread":0.2247040889802454,"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."}}