{"id":"W4387604880","doi":"10.56068/alas3711","title":"Reasons for Calling EMS","year":2023,"lang":"en","type":"article","venue":"International Journal of Paramedicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Centre for Global Health Research; Hospital for Sick Children; McMaster University","funders":"","keywords":"Medicine; Exacerbation; Anxiety; Odds; Emergency department; Emergency medical services; Chronic pain; Family medicine; Unemployment; Subgroup analysis; Public health; Cross-sectional study; Medical emergency; Emergency medicine; Demography; Psychiatry; Logistic regression; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006365985,0.0002728951,0.0002561319,0.0008270875,0.001079329,0.0009531062,0.0007022544,0.0008884612,0.01174545],"category_scores_gemma":[0.004952258,0.0001882871,0.0005949904,0.0008593107,0.0004276718,0.0005260296,0.0008646243,0.0007859381,0.001242797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241069,"about_ca_system_score_gemma":0.003054392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1049794,"about_ca_topic_score_gemma":0.2234252,"domain_scores_codex":[0.9983431,0.0002200142,0.0002335985,0.0001493676,0.0006026147,0.0004513201],"domain_scores_gemma":[0.9959832,0.0006354766,0.001731092,0.0001023728,0.0006862518,0.0008615357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183473,0.00005747333,0.9413981,0.0004624909,0.0001033328,0.001934868,0.002944271,0.0002573518,0.0003604816,0.0002991623,0.01952441,0.03253961],"study_design_scores_gemma":[0.0000109573,0.00006304622,0.9747607,0.0004746165,0.00003394643,0.002277171,0.005709642,0.0002161388,0.00008255235,0.000107239,0.01623731,0.00002676588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390952,0.005832052,0.0009443133,0.01117185,0.0004187856,0.0002144497,0.006420721,0.0001482325,0.03575438],"genre_scores_gemma":[0.99145,0.002236166,0.0004400602,0.001014471,0.000175744,0.00004969715,0.001361389,0.00002377213,0.003248637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049794,"threshold_uncertainty_score":0.2087368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492980798329462,"score_gpt":0.3983550044882057,"score_spread":0.3534251965049111,"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."}}