{"id":"W2344357142","doi":"","title":"Final report and recommendations from the National Notifiable Diseases Working Group.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Dengue fever; Medicine; Communicable disease; Notifiable disease; Disease surveillance; Environmental health; Brucellosis; Disease; Family medicine; Virology; Public health; Internal medicine; Population","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":[0.0002422192,0.00005709819,0.00006593037,0.000003842885,0.0002405284,0.00005716167,0.00008989385,0.00002253359,0.0001651237],"category_scores_gemma":[0.0001372503,0.00001934808,0.0000360553,0.00009598905,0.0000449074,0.0000662301,0.00006238165,0.00003780034,0.000004904923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001150877,"about_ca_system_score_gemma":0.00000122814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007629221,"about_ca_topic_score_gemma":0.0005697618,"domain_scores_codex":[0.9993752,0.00005307071,0.0001351442,0.0001808612,0.00009181751,0.0001639385],"domain_scores_gemma":[0.9994718,0.0003885621,0.00006175762,0.00002105769,0.00001670575,0.00004004704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002152788,0.00006269154,0.7432765,8.914457e-7,0.00001639453,0.000007272336,0.000002614202,0.000005474459,0.00005139405,0.005987739,0.1370719,0.1134956],"study_design_scores_gemma":[0.00003493964,0.00000286451,0.8169616,0.000001414335,0.00001160887,0.000001213894,0.0000185076,0.00003747194,5.772748e-7,0.009556435,0.1733285,0.00004480378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533181,0.0005152887,0.00001495253,0.03414519,0.0001450456,0.000320055,0.0001489952,0.00006952941,0.01132291],"genre_scores_gemma":[0.9963775,0.00002164868,0.00003242287,0.001099012,0.0006439849,0.0002435565,0.0006381072,3.942534e-7,0.0009433869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134508,"threshold_uncertainty_score":0.1849974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0809483458322182,"score_gpt":0.2398708668762598,"score_spread":0.1589225210440416,"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."}}