{"id":"W1987052743","doi":"10.1086/317425","title":"Predicting Influenza Infections during Epidemics with Use of a Clinical Case Definition","year":2000,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":348,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Sore throat; myalgia; Odds ratio; Internal medicine; Confidence interval; Logistic regression; Influenza-like illness; Influenzavirus B; Predictive value; Gastroenterology; Immunology; Influenza A virus; Orthomyxoviridae; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004391565,0.0005525534,0.0003689,0.00163426,0.0003230922,0.000966594,0.0006316737,0.0007097864,0.0003263225],"category_scores_gemma":[0.03880009,0.0003540949,0.000277917,0.0008478351,0.0004637163,0.001028566,0.00069609,0.0005223744,0.0001153847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486809,"about_ca_system_score_gemma":0.0006399909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977692,"about_ca_topic_score_gemma":0.005233012,"domain_scores_codex":[0.9973685,0.001460375,0.0002689925,0.0002281105,0.0004625055,0.0002115813],"domain_scores_gemma":[0.9839153,0.009001728,0.003662516,0.0005164744,0.00198782,0.0009160726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000718665,0.00002470491,0.998257,0.000006859116,0.000009207477,0.00004825929,0.00003863649,0.0001876894,0.00008824451,0.00001437895,0.00009151944,0.001161654],"study_design_scores_gemma":[0.00001993461,0.0001963961,0.9843805,0.00001895483,0.00003712127,0.001035493,0.0002972636,0.01343193,0.0002689816,0.00009549825,0.0002074694,0.00001051697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986439,0.0002262007,0.0004731106,0.00009854845,0.00001185127,0.00002892168,0.00008412094,0.00001197112,0.0004212693],"genre_scores_gemma":[0.9989619,0.00006186655,0.0006770535,0.00002043408,0.00001754248,0.00001464315,0.0002243075,0.000001738648,0.0000204479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005977692,"threshold_uncertainty_score":0.02322507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2470611469262976,"score_gpt":0.4814496348537872,"score_spread":0.2343884879274896,"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."}}