{"id":"W4233381229","doi":"10.1159/000422303","title":"Communicable Diseases","year":2015,"lang":"en","type":"book-chapter","venue":"Pediatric and adolescent medicine","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine","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":[0.0005895737,0.0003884992,0.0008614651,0.0003141529,0.0001705377,0.0000346145,0.0003192787,0.0002664985,0.0006452692],"category_scores_gemma":[0.0005058805,0.00029222,0.00006419593,0.0001155398,0.0002392646,0.000176798,0.0004481688,0.0004801009,0.0003989311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005398751,"about_ca_system_score_gemma":0.0000863808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007108331,"about_ca_topic_score_gemma":0.00001204147,"domain_scores_codex":[0.9982052,0.00001214251,0.0005927674,0.0003568535,0.0003451911,0.0004878854],"domain_scores_gemma":[0.9985687,0.00009661991,0.0004734137,0.0004174653,0.0002980232,0.000145816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001490894,0.00001782311,0.002141478,0.0007858668,0.00001037074,0.000009963731,0.00000366199,0.000003775271,1.887381e-8,0.113906,0.8817396,0.001366521],"study_design_scores_gemma":[0.0006593528,0.00002728418,0.00125288,0.0001576494,0.000339056,0.000004506139,0.00002923101,0.000199314,7.121629e-10,0.02211989,0.9749396,0.0002711783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006596578,0.04956418,0.00002579538,0.05650473,0.001185643,0.000396695,0.00002642944,0.0001844988,0.8920461],"genre_scores_gemma":[0.01494305,0.07523617,0.00006178482,0.2757993,0.1058936,0.00002967622,0.001438955,0.0002952982,0.526302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.365744,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870672096139006,"score_gpt":0.297383320615473,"score_spread":0.2286765996540829,"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."}}