{"id":"W1993741843","doi":"10.1016/j.ecl.2003.12.004","title":"Environmental causes: viral causes","year":2004,"lang":"en","type":"review","venue":"Endocrinology and Metabolism Clinics of North America","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"","keywords":"Medicine; Vaccination; Incidence (geometry); Rheumatoid arthritis; Immunology; Autoimmune thyroiditis; Pregnancy; Population; Psoriasis; Atopic dermatitis; Pediatrics; Thyroiditis; Multiple sclerosis; Disease; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001365307,0.0005607946,0.004321631,0.0003532212,0.00008702979,0.000006133304,0.0002756096,0.0002875782,0.0001522909],"category_scores_gemma":[0.0005357742,0.0004461217,0.0007588014,0.000150966,0.001592957,0.00007105899,0.0003440512,0.001248476,0.0001193224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004921738,"about_ca_system_score_gemma":0.0003834485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008283777,"about_ca_topic_score_gemma":0.00001751302,"domain_scores_codex":[0.9962715,0.0004395255,0.001377085,0.000731679,0.0002218046,0.0009583975],"domain_scores_gemma":[0.9980745,0.000203438,0.0006770109,0.0005956477,0.00003092369,0.0004184344],"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":[0.0001046459,0.0002599394,0.00312425,0.003368385,0.0007565998,0.0003992967,0.00002207553,7.491056e-7,7.576411e-7,0.00006125221,0.0001996993,0.9917024],"study_design_scores_gemma":[0.00113294,0.000794068,0.009508932,0.00105397,0.001561923,0.0009562895,0.00001915307,4.841065e-7,6.222083e-7,0.00004391545,0.9846836,0.0002441422],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006114381,0.9920297,0.000027745,0.00009956847,0.0003932559,0.000687926,0.0005281758,0.00004131988,0.00007792554],"genre_scores_gemma":[0.0018601,0.9953467,0.00107726,0.0004652062,0.0003152613,0.0001000517,0.0005308163,0.00005998356,0.0002446712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914582,"threshold_uncertainty_score":0.9997991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369528430721223,"score_gpt":0.3676413262405588,"score_spread":0.3239460419333466,"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."}}