{"id":"W2033241551","doi":"10.1097/01.pec.0000132216.65600.1b","title":"Emergency Department Use by Infants Less Than 14 Days of Age","year":2004,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Emergency department; Triage; Referral; Pediatrics; Presentation (obstetrics); Prospective cohort study; Emergency medicine; Obstetrics; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001238693,0.0004600484,0.000665436,0.0002253293,0.0002037987,0.000004887567,0.0002586101,0.0001903238,0.0006838838],"category_scores_gemma":[0.000267043,0.0004149527,0.0004665561,0.0009585905,0.00005621811,0.0002166466,0.0001653814,0.0002772047,0.00004870791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218438,"about_ca_system_score_gemma":0.0001419016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005846451,"about_ca_topic_score_gemma":0.000410329,"domain_scores_codex":[0.9969124,0.00004908535,0.001057203,0.0006072123,0.0007389117,0.0006352071],"domain_scores_gemma":[0.9980949,0.00002159501,0.0002996149,0.0006501003,0.000650514,0.0002833172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001008167,0.0004461207,0.8159013,0.001031914,0.0002848442,0.0001133669,0.00442624,0.00002494064,0.001240588,0.0002088599,0.1751815,0.001039416],"study_design_scores_gemma":[0.01009705,0.003372433,0.8441968,0.0002747018,0.006484669,0.00005732019,0.01563435,0.000006937008,0.01566391,0.001596709,0.09868703,0.003928095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307194,0.05919256,0.000106606,0.0001845037,0.003004627,0.0006750067,0.0006040974,0.0001269857,0.005386242],"genre_scores_gemma":[0.8974358,0.1000311,0.0002683481,0.00004621615,0.0007236322,0.00008526042,0.0005105428,0.00006172837,0.0008373485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0764945,"threshold_uncertainty_score":0.9998302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101504918154631,"score_gpt":0.2856937648031279,"score_spread":0.2646787156215816,"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."}}