{"id":"W2085738925","doi":"10.1111/acem.12422","title":"PRAM Score as Predictor of Pediatric Asthma Hospitalization","year":2014,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Triage; Asthma; Emergency department; Logistic regression; Receiver operating characteristic; Emergency medicine; Pediatrics; 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":[0.000713423,0.0002507308,0.0003183366,0.0005110789,0.0001400808,0.0004023711,0.0002558866,0.000353028,0.0019802],"category_scores_gemma":[0.005052502,0.0001427555,0.0003824264,0.0004560239,0.0001648165,0.000287042,0.0003715443,0.0007908047,0.0002044781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841459,"about_ca_system_score_gemma":0.0003979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176693,"about_ca_topic_score_gemma":0.001130919,"domain_scores_codex":[0.9994777,0.0001399452,0.00005794094,0.00008404509,0.0001616343,0.00007871585],"domain_scores_gemma":[0.9963692,0.0011253,0.001673877,0.00008479752,0.0002776646,0.000469064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005601457,0.0000125307,0.9990288,0.000004483544,0.00001322985,0.00003274725,0.000006873728,0.00006346676,0.0000435406,0.00000573988,0.00006549853,0.0006670387],"study_design_scores_gemma":[0.000006240947,0.00009522912,0.9987012,0.000005894823,0.00001423008,0.0002512066,0.00002733642,0.000764876,0.00005696736,0.00000980597,0.000065079,0.000001850457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987649,0.0002901244,0.00014762,0.0000762599,0.000009768568,0.00000931208,0.0002713508,0.0000114805,0.0004191702],"genre_scores_gemma":[0.9993406,0.0000594114,0.0001705306,0.00001042176,0.00001326474,0.000008900018,0.0003265885,0.00000213791,0.00006814545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0019802,"threshold_uncertainty_score":0.006624401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152130808922022,"score_gpt":0.3162245624485015,"score_spread":0.2947032543592813,"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."}}