{"id":"W2761814284","doi":"10.1093/pch/8.suppl_b.49b","title":"Evaluation Of An Assessment-Driven Algorithm To Reduce The Lenght Of Hospitalization In Hospitalized Asthma Patient","year":2003,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Asthma; Medicine; Pediatrics; Intensive care medicine; Algorithm; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004296098,0.0008000272,0.0008442388,0.001112167,0.0005529512,0.001031324,0.00190291,0.001091718,0.002063728],"category_scores_gemma":[0.02439217,0.0002806302,0.0006615893,0.0005072409,0.0001834107,0.0007678622,0.0007882614,0.001104681,0.0002473487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136932,"about_ca_system_score_gemma":0.003627484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00624705,"about_ca_topic_score_gemma":0.004992494,"domain_scores_codex":[0.9972041,0.001543677,0.0003665125,0.000288004,0.0004695095,0.0001282499],"domain_scores_gemma":[0.9850545,0.01009948,0.0009488256,0.0004695017,0.002562297,0.0008654786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01253919,0.01587929,0.08158608,0.0004742844,0.0005108407,0.0005882435,0.0005955148,0.06855455,0.003929763,0.00114869,0.008393926,0.8057997],"study_design_scores_gemma":[0.007583192,0.01286633,0.06105614,0.0002491702,0.000899078,0.0009588475,0.0006509423,0.8942038,0.01412519,0.003233983,0.004033804,0.0001395236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8066556,0.0006870843,0.1764467,0.00413132,0.0002487106,0.00382812,0.0009953709,0.003229942,0.003777262],"genre_scores_gemma":[0.7870123,0.0001885999,0.2092822,0.0005534817,0.00007145505,0.001264615,0.001017901,0.00005698925,0.0005524678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00624705,"threshold_uncertainty_score":0.02272022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355474948784214,"score_gpt":0.3843075196090147,"score_spread":0.3607527701211725,"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."}}