{"id":"W2085425539","doi":"10.3200/aeoh.59.3.152-155","title":"Autoantibody Responses of Individuals in an Oil Sands Development Community","year":2004,"lang":"en","type":"article","venue":"Archives of Environmental Health An International Journal","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Autoantibody; Medicine; Immunology; Titer; Population; Immunoassay; Disease; Internal medicine; Antibody; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062315,0.000115388,0.0003142703,0.0005444058,0.000120635,0.00001241249,0.0004491954,0.00003759375,0.0001005057],"category_scores_gemma":[0.00007585774,0.0001038046,0.00006348282,0.00005237949,0.0002376371,0.0002088969,0.0001342155,0.0005311489,0.00000431333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367231,"about_ca_system_score_gemma":0.0006699585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001421099,"about_ca_topic_score_gemma":0.00008372266,"domain_scores_codex":[0.997452,0.0004920125,0.0008407367,0.0001279457,0.0008334595,0.0002538537],"domain_scores_gemma":[0.9988886,0.000185072,0.0003554316,0.000227997,0.00001746635,0.0003254086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009765155,0.00231084,0.9034688,0.0001474446,0.00007602045,0.00003319,0.02525785,0.00005318291,0.01719054,0.0001074947,0.000002776225,0.05037531],"study_design_scores_gemma":[0.0039187,0.001305923,0.9777924,0.001211319,0.000004247471,0.002799772,0.006470135,0.00003125872,0.005836884,0.0004108966,0.0001339712,0.00008446764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985089,0.0001939181,0.00008891759,0.0004437821,0.00009426811,0.0001127211,0.00005427742,0.000005817218,0.0004974465],"genre_scores_gemma":[0.9903519,0.0004847057,0.008771976,0.000151239,0.00005914701,0.000004886343,0.00008376691,0.00001580832,0.00007655034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07432359,"threshold_uncertainty_score":0.4233027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183452357052157,"score_gpt":0.3781726805252521,"score_spread":0.3363381569547305,"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."}}