{"id":"W2313631260","doi":"10.1300/j383v03n04_06","title":"GIDEON","year":2006,"lang":"en","type":"article","venue":"Journal of Electronic Resources in Medical Libraries","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Infectious disease (medical specialty); Communicable disease; Medicine; Disease; Public health; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008882987,0.000103185,0.0003592793,0.0003855931,0.00005411923,0.00005681296,0.0001826154,0.0001583104,0.001042759],"category_scores_gemma":[0.0004226383,0.00007009426,0.0001498698,0.0004720549,0.0002376071,0.0002443229,0.00004997093,0.001183562,0.00001082036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153252,"about_ca_system_score_gemma":0.0007562523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008820646,"about_ca_topic_score_gemma":0.00004313569,"domain_scores_codex":[0.9977511,0.0001008889,0.0006124236,0.0001076715,0.0009769514,0.0004509843],"domain_scores_gemma":[0.999279,0.000196677,0.0001433619,0.0001111983,0.00007775065,0.0001920749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006233928,0.004035678,0.4872113,0.0005279185,0.0006045853,0.00774071,0.001234976,0.0003514008,0.006736744,0.1586654,0.1260962,0.2005612],"study_design_scores_gemma":[0.004813536,0.003044698,0.08142851,0.0005871431,0.00006256851,0.004290891,0.0003216061,0.001119247,0.004563858,0.02776355,0.8717828,0.0002215861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607321,0.00794482,0.0003837214,0.008644558,0.00009731107,0.00008805019,4.398248e-7,0.0000183946,0.0220906],"genre_scores_gemma":[0.9963635,0.0004243002,0.0001797299,0.0004440194,0.0009394314,0.00000227139,0.000002121716,0.00001497323,0.001629613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7456866,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006405335248622581,"score_gpt":0.2812396876141791,"score_spread":0.2748343523655565,"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."}}