{"id":"W2763380643","doi":"10.1093/pch/8.suppl_b.35bc","title":"Health Care Utilization by Children With Croup in Alberta","year":2003,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Croup; Medicine; Environmental health; Intensive care medicine; Pediatrics; Environmental science; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002674429,0.0002069172,0.0004473477,0.0002327934,0.0002832562,0.00001172596,0.0000620357,0.0001239544,0.00006452756],"category_scores_gemma":[0.0001645879,0.000179923,0.00005760262,0.0007095757,0.00004812588,0.00008971443,0.00001281166,0.0004033923,0.00003012524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033183,"about_ca_system_score_gemma":0.001152923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390063,"about_ca_topic_score_gemma":0.003359234,"domain_scores_codex":[0.9981892,0.0002245029,0.0003980905,0.0004050388,0.0002232783,0.0005599262],"domain_scores_gemma":[0.9989588,0.00006176144,0.0001985951,0.0002954153,0.00006337865,0.0004220555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004009877,0.0003203712,0.984116,0.0001969991,0.00002145451,0.000001694278,0.0007326801,0.000008635952,9.191159e-8,0.0009565683,0.01135767,0.002247768],"study_design_scores_gemma":[0.002910965,0.001210083,0.9843959,0.00008139434,0.00003394792,0.000111355,0.0001165881,0.000008561129,0.000008397706,0.00004154322,0.01089898,0.0001822515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843179,0.07922903,0.0005306301,0.01861116,0.0003609861,0.003320445,0.000145725,0.0002094319,0.0132747],"genre_scores_gemma":[0.9819715,0.004149988,0.000218335,0.01269248,0.0001380482,0.0000286548,0.0006830758,0.00003917923,0.00007871082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09765363,"threshold_uncertainty_score":0.7337045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007749267171985922,"score_gpt":0.2708930595891696,"score_spread":0.2631437924171837,"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."}}