{"id":"W4292012149","doi":"10.33321/cdi.2008.32.49","title":"Communicable diseases surveillance. Highlights for 3rd quarter, 2008.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Notifiable disease; Public health surveillance; Outbreak; Environmental health; Quarter (Canadian coin); Disease surveillance; Epidemiology; Pediatrics; Public health; Virology; Population; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388979,0.001640891,0.001010812,0.003085286,0.0004076697,0.001175774,0.001316582,0.001082617,0.05049773],"category_scores_gemma":[0.002803363,0.0006159087,0.0005059825,0.003759596,0.0001497374,0.0009975937,0.001060018,0.001215087,0.03134921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378017,"about_ca_system_score_gemma":0.003907098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07057115,"about_ca_topic_score_gemma":0.05435732,"domain_scores_codex":[0.9992003,0.0001247808,0.0001524853,0.0001287829,0.0002561125,0.0001375584],"domain_scores_gemma":[0.9976769,0.0002123424,0.0004408306,0.00009446272,0.001190226,0.0003851197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009368334,0.00003936056,0.00254448,0.0006606264,0.00001236404,0.00002649432,0.00003941255,0.00003855195,0.0001164919,0.0001219885,0.9705576,0.02574902],"study_design_scores_gemma":[0.0003257569,0.0001484042,0.1213958,0.001618328,0.00005152257,0.0001553747,0.0002264951,0.0003474218,0.0003128125,0.0002306122,0.8751591,0.00002829128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003112872,0.006656656,0.0006078359,0.004582006,0.002983778,0.0007493785,0.943356,0.001200429,0.03675112],"genre_scores_gemma":[0.01000669,0.009661048,0.00364754,0.003497805,0.001464102,0.002262613,0.9153892,0.000259744,0.05381132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07057115,"threshold_uncertainty_score":0.1689318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05582855166378331,"score_gpt":0.2853293739843552,"score_spread":0.2295008223205718,"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."}}