{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587356,0.000072198,0.0002240263,0.0002169782,0.0000310708,0.000005379864,0.0001259765,0.00003349193,0.00006566341],"category_scores_gemma":[0.001090154,0.00005104488,0.0001548544,0.0001352983,0.00004927424,0.00005149279,0.00002096115,0.0001366046,0.00001718744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004171149,"about_ca_system_score_gemma":0.00006754627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006399379,"about_ca_topic_score_gemma":0.00000226031,"domain_scores_codex":[0.9989891,0.000007666913,0.0003654484,0.00007347165,0.0004411966,0.0001231116],"domain_scores_gemma":[0.9985926,0.0001845331,0.0001651977,0.00005876241,0.0009142566,0.0000846968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001234778,0.0001745591,0.02348222,0.00008330281,0.002056605,0.001396728,0.001413397,0.0001685541,0.01129794,0.002983836,0.9218702,0.03383787],"study_design_scores_gemma":[0.008650236,0.001949636,0.04053732,0.001832046,0.0004544526,0.001825642,0.002674064,0.001880257,0.003104552,0.004759966,0.9320899,0.0002419813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8236034,0.004084785,0.01202537,0.1415115,0.01246343,0.0003986698,0.00005962866,0.0000977314,0.00575551],"genre_scores_gemma":[0.9889337,0.002613927,0.001507152,0.001641535,0.003706736,0.000007221209,0.0000348681,0.00001520137,0.0015396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653304,"threshold_uncertainty_score":0.208155,"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."}}