{"id":"W2061997131","doi":"10.1080/10903120701536909","title":"The Impact of Ambulance Diversion on EMS Resource Availability","year":2007,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Emergency medical services; Medical emergency; Resource (disambiguation)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002976372,0.0002085874,0.0002668093,0.00004853158,0.0002965504,0.000003198548,0.0001863381,0.00008027691,0.0002823317],"category_scores_gemma":[0.0003511459,0.0001264069,0.0004433947,0.0002948692,0.000141238,0.00005430196,0.0001142463,0.0002232333,0.00003387627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435781,"about_ca_system_score_gemma":0.00003951216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117593,"about_ca_topic_score_gemma":0.00003393718,"domain_scores_codex":[0.9984603,0.00003112011,0.000425422,0.0003065235,0.0004019942,0.0003746525],"domain_scores_gemma":[0.9987332,0.00007616341,0.0001319259,0.0005415872,0.0003971877,0.0001199021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001085179,0.0002505224,0.8772707,0.0002285304,0.0003312829,0.0000221508,0.007708497,0.00003816662,0.001841899,0.0002213966,0.09125894,0.01974276],"study_design_scores_gemma":[0.0006377121,0.002084279,0.9738109,0.00009991089,0.00007986029,0.000002497356,0.00718834,0.000009617771,0.004341146,0.0001255033,0.01139523,0.0002249848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399687,0.01195981,0.00001099898,0.0001798891,0.0006251227,0.0004040305,0.0000491221,0.00005178253,0.04675054],"genre_scores_gemma":[0.997439,0.001639061,0.00002081779,0.0000206675,0.0001922429,0.000007679029,0.00002744437,0.00001758827,0.000635489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09654025,"threshold_uncertainty_score":0.5154724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068640603079037,"score_gpt":0.3082874657329376,"score_spread":0.2976010597021473,"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."}}