{"id":"W7106686055","doi":"10.5281/zenodo.17707396","title":"How common is hand, foot, and mouth disease in Canada?","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Epidemiology; Incidence (geometry); Population; Prevalence; Disease transmission","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":[0.0006026424,0.000274439,0.000511955,0.002217846,0.002639636,0.002348597,0.0008824352,0.001041911,0.00529735],"category_scores_gemma":[0.003544908,0.0002524063,0.0005290877,0.005318929,0.001889898,0.0009655866,0.0006595593,0.001576816,0.0005136129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02133795,"about_ca_system_score_gemma":0.03971477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905752,"about_ca_topic_score_gemma":0.9909196,"domain_scores_codex":[0.9980831,0.0001025635,0.0001295649,0.0001829603,0.0008454209,0.0006562999],"domain_scores_gemma":[0.9956058,0.0002170964,0.0006644885,0.00004420915,0.002164162,0.001304253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001945166,0.0001042461,0.8277212,0.001461933,0.0002025198,0.002464497,0.002227389,0.0004333715,0.0008630115,0.001465608,0.04463148,0.1182302],"study_design_scores_gemma":[0.0000127963,0.00005585923,0.9609034,0.001724902,0.0001214708,0.00279187,0.009605606,0.0003835626,0.0002019156,0.000519687,0.02359481,0.00008405745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6640807,0.1329243,0.000914367,0.09439252,0.001363393,0.0001697856,0.02222904,0.0001881666,0.08373778],"genre_scores_gemma":[0.9389765,0.05146637,0.0003913025,0.004640745,0.0002050537,0.00001365178,0.001985564,0.00002684779,0.002293953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133795,"threshold_uncertainty_score":0.1548184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460084287521241,"score_gpt":0.2534307326131118,"score_spread":0.2288298897378994,"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."}}