{"id":"W2060523299","doi":"10.1016/j.prehos.2004.06.016","title":"A paramedic-staffed medical rehydration unit at a mass gathering","year":2004,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Emergency medical services; Emergency medicine; Medical emergency; Medical record; Mass gathering; Against medical advice; Pediatrics; Public health; Nursing; Surgery","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":[0.0003394967,0.0006909684,0.0002071897,0.0004972474,0.001347872,0.0006918322,0.000908629,0.0009601919,0.01407166],"category_scores_gemma":[0.0008732362,0.0003159272,0.0003861028,0.000197663,0.0006096314,0.0007598878,0.001473439,0.001423184,0.002173953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397857,"about_ca_system_score_gemma":0.001423221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139331,"about_ca_topic_score_gemma":0.002163793,"domain_scores_codex":[0.9995137,0.00007238018,0.00005501942,0.000112699,0.00006583161,0.0001802604],"domain_scores_gemma":[0.9987691,0.00007034016,0.0002234338,0.00004559555,0.00008615726,0.0008052773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002109366,0.00252105,0.5977782,0.00169779,0.0002437306,0.1681052,0.005040139,0.001349648,0.0367824,0.0007903587,0.02878888,0.1547932],"study_design_scores_gemma":[0.0005081056,0.0144409,0.7171198,0.001284538,0.0002291918,0.2072154,0.007098149,0.00182768,0.004965219,0.0005980898,0.04456284,0.0001499849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812248,0.002808161,0.002356386,0.002878293,0.001017184,0.0003675034,0.0002911893,0.0001966887,0.008859787],"genre_scores_gemma":[0.9879085,0.001468117,0.002697509,0.002104583,0.001199498,0.000105996,0.0002769368,0.00002256079,0.004216302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407166,"threshold_uncertainty_score":0.04707432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844688103894458,"score_gpt":0.3050723870784536,"score_spread":0.286625506039509,"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."}}