{"id":"W4411394603","doi":"10.33321/cdi.2007.31.36","title":"Communicable Diseases Surveillance: CDI volume 31 issue 3 (2007)","year":2007,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Notifiable disease; Communicable disease; Disease surveillance; Quarter (Canadian coin); Pediatrics; Environmental health; Epidemiology; Public health; Population; Geography; 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":[0.002527619,0.001229501,0.0009932989,0.005187892,0.0009185598,0.004628767,0.001203743,0.001908286,0.1675106],"category_scores_gemma":[0.01054972,0.0006869736,0.0006675028,0.006393604,0.0004463724,0.001706623,0.001924794,0.003052262,0.1086606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875486,"about_ca_system_score_gemma":0.005011937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01931667,"about_ca_topic_score_gemma":0.01458083,"domain_scores_codex":[0.997193,0.0004689679,0.0004297506,0.0002990818,0.001380588,0.0002285952],"domain_scores_gemma":[0.9923514,0.001086879,0.001023024,0.0005491864,0.004218749,0.0007708509],"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":[0.000006608746,0.000008969869,0.0008240598,0.00004919109,0.000003182354,0.000007627338,0.000006903104,0.00001332566,0.00001425727,0.0001429914,0.9907031,0.008219759],"study_design_scores_gemma":[0.00007710446,0.00002424349,0.01501989,0.0005241683,0.00001585391,0.0001318426,0.00007631555,0.0002859453,0.0001960797,0.0004231093,0.9832063,0.00001922713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005601478,0.007586417,0.00386091,0.04958228,0.0570441,0.002328584,0.4919681,0.004321252,0.3777068],"genre_scores_gemma":[0.01512085,0.01799889,0.01322541,0.02511978,0.01799419,0.002934778,0.5449654,0.001295132,0.3613455],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1675106,"threshold_uncertainty_score":0.5603788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230654923153242,"score_gpt":0.3277674803350005,"score_spread":0.3054609311034681,"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."}}