{"id":"W2046811692","doi":"10.1002/ppul.20034","title":"Respiratory illness in children attending daycare","year":2004,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa; Health Canada","funders":"","keywords":"Medicine; Attendance; Respiratory illness; Incidence (geometry); Pediatrics; Demography; Prospective cohort study; El Niño; Respiratory system; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007561923,0.0002800557,0.0004811221,0.0008271027,0.0007071561,0.000006390208,0.0004284451,0.0006150234,0.000246653],"category_scores_gemma":[0.0006812999,0.0002607632,0.00009403334,0.001043441,0.00007654045,0.0001786049,0.0002059058,0.001186327,0.001193577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368219,"about_ca_system_score_gemma":0.002075452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005728735,"about_ca_topic_score_gemma":0.00009901133,"domain_scores_codex":[0.9960679,0.0006270694,0.000991012,0.0006137229,0.0002465847,0.001453679],"domain_scores_gemma":[0.9982995,0.0003218202,0.0003244202,0.0004795142,0.00009634324,0.0004784288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004350328,0.0001097701,0.9953449,0.0001240513,0.000006554081,0.00006371406,0.0002375541,0.000054084,0.000009508467,0.0005635234,0.001761049,0.001681811],"study_design_scores_gemma":[0.00248687,0.0000916576,0.9841816,0.00001764985,0.00004227519,0.000007368951,0.0004662201,0.000001656227,0.000003250522,0.00109332,0.01126282,0.0003453099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897257,0.005186539,0.0000618921,0.0006348846,0.0008764229,0.0009800885,0.00006171365,0.0002349715,0.002237762],"genre_scores_gemma":[0.9902207,0.0007404964,0.0000717435,0.004910741,0.003529753,0.0003622263,0.00003366271,0.00004669528,0.0000839369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116328,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324195842533328,"score_gpt":0.3749726128421516,"score_spread":0.3425530285888188,"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."}}