{"id":"W2072129191","doi":"10.1109/ccece.2010.5575216","title":"Analysis of time cost for alternatives to enhance efficiency within the medical emergency referral system in Alberta","year":2010,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Inefficiency; Referral; Interfacing; Process (computing); Computer science; Medical emergency; Operations management; Process management; Business; Medicine; Nursing; Engineering; Operating system","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":[0.001197494,0.000105996,0.0003266156,0.0004580151,0.000072656,0.00001928028,0.0004767003,0.0001204979,0.0003852379],"category_scores_gemma":[0.000715,0.00006585925,0.0000867071,0.001381507,0.00004016715,0.0001181031,0.0001096632,0.0001583552,0.00008047594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001526412,"about_ca_system_score_gemma":0.00003053723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03969023,"about_ca_topic_score_gemma":0.1356114,"domain_scores_codex":[0.9986691,0.00001466596,0.0005729218,0.0002536419,0.0002624558,0.000227159],"domain_scores_gemma":[0.9991824,0.00009554045,0.00022358,0.000320628,0.0001589466,0.0000189139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000743808,0.0002430069,0.1045834,0.0007668658,0.0004153888,0.000007784857,0.0006388233,0.0002463405,0.002997593,0.864045,0.002507372,0.02347407],"study_design_scores_gemma":[0.0008881132,0.0001065773,0.0481581,0.0003074164,0.0004360968,0.000005491017,0.002672451,0.8532124,0.001404815,0.0009535643,0.09104332,0.0008116891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762439,0.00001060091,0.004796591,0.005724246,0.0006441058,0.000730534,0.000002959591,0.00005459281,0.01179243],"genre_scores_gemma":[0.9982888,8.243491e-7,0.00007635891,0.000246719,0.0002038805,0.0001116458,0.000007024098,0.00000970599,0.001055113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8630915,"threshold_uncertainty_score":0.9667045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496516555739623,"score_gpt":0.3113446499691002,"score_spread":0.2963794844117039,"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."}}