{"id":"W2022723022","doi":"10.1097/00005650-200503000-00009","title":"Comparing the Validity of Different Sources of Information on Emergency Department Visits","year":2005,"lang":"en","type":"article","venue":"Medical Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre","funders":"","keywords":"Emergency department; Medicine; Face validity; Intervention (counseling); Recall; Medical record; Family medicine; Psychometrics; Psychology; Psychiatry; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001212266,0.00008427643,0.0002313232,0.00003277461,0.0000557512,0.000001036139,0.00009115083,0.00004521846,0.0003680364],"category_scores_gemma":[0.0001980104,0.00004562275,0.0001014549,0.00007275755,0.00004912717,0.00003352844,0.0000574291,0.0001233819,0.000007768359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002720682,"about_ca_system_score_gemma":0.0000219102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001229096,"about_ca_topic_score_gemma":0.00007238163,"domain_scores_codex":[0.9988047,0.00003431829,0.0003525947,0.0000639555,0.0006365169,0.0001079385],"domain_scores_gemma":[0.9995017,0.00004367431,0.00009510519,0.000145856,0.0001434436,0.00007020648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179358,0.0002354551,0.9173898,0.0008016032,0.0001686618,0.000003018718,0.01431532,0.00002490353,0.00008200201,0.0006217238,0.01686299,0.0493766],"study_design_scores_gemma":[0.001441925,0.0008863791,0.9273675,0.0004931267,0.0002584953,0.000006239354,0.006636243,0.0004188367,0.03179744,0.0000446759,0.03048577,0.0001633807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991042,0.0009968112,0.00005735448,0.001448127,0.0002374676,0.0001616586,0.00001070047,0.00001423148,0.006031713],"genre_scores_gemma":[0.9990828,0.0004602633,0.00001665673,0.000207328,0.0001632815,0.00001029953,0.0000380901,0.000003049742,0.00001825287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04921322,"threshold_uncertainty_score":0.4029741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284475212948368,"score_gpt":0.3018174413373509,"score_spread":0.2733699200425141,"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."}}