{"id":"W2004698006","doi":"10.1017/s0950268807008084","title":"Estimating the burden and cost of infectious intestinal disease in the Maltese community","year":2007,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Centers for Disease Control and Prevention","keywords":"Medicine; Maltese; Psychological intervention; Indirect costs; Total cost; Environmental health; Health care; Economic cost; Demography; Business; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007071717,0.0004425799,0.0004169561,0.002183008,0.0003139853,0.001603774,0.0006131592,0.0005838981,0.001979545],"category_scores_gemma":[0.005200477,0.0002716105,0.0006348208,0.002485842,0.000308724,0.00113303,0.001339011,0.0004599263,0.0003208818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726943,"about_ca_system_score_gemma":0.001113111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08378448,"about_ca_topic_score_gemma":0.06386346,"domain_scores_codex":[0.9991628,0.0004853527,0.00008214123,0.00005742755,0.0001071054,0.0001051371],"domain_scores_gemma":[0.998665,0.0003862439,0.0005383466,0.00005480912,0.0002376424,0.000118019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213361,0.00007891913,0.9675677,0.0001476397,0.0004941029,0.0006291791,0.0003872225,0.007498658,0.0002795208,0.0007395844,0.000742169,0.02121399],"study_design_scores_gemma":[0.00005117239,0.0002649289,0.9500387,0.0002141623,0.0003873107,0.001422839,0.002669029,0.03940601,0.0003086464,0.001706595,0.003475304,0.00005532327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934015,0.001906729,0.001034216,0.000660721,0.00000868069,0.00005540179,0.001602179,0.00001086782,0.00131973],"genre_scores_gemma":[0.9954183,0.001749467,0.001400119,0.00006171632,0.00001645769,0.00005353464,0.0009051444,0.000005107339,0.0003901288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08378448,"threshold_uncertainty_score":0.1665936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06149095327219033,"score_gpt":0.3866892027628494,"score_spread":0.3251982494906591,"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."}}