{"id":"W2888686674","doi":"10.1177/0840470418764188","title":"Accountability: A magic bullet for emergency care delays and healthcare access blocks","year":2018,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Accountability; Magic bullet; Mandate; Business; Health care; Healthcare system; Medical emergency; Block (permutation group theory); Key (lock); Public relations; Operations management; Medicine; Computer security; Computer science; Political science; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002734072,0.0003905847,0.000550615,0.0002339384,0.0007462887,0.00003565093,0.0002531474,0.0001571447,0.0002931952],"category_scores_gemma":[0.00005636445,0.0003547433,0.0001886295,0.0004175064,0.0001610972,0.000158356,0.0005073987,0.0002210149,0.0000267995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903526,"about_ca_system_score_gemma":0.00007366712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118259,"about_ca_topic_score_gemma":0.004717866,"domain_scores_codex":[0.9970268,0.00005149474,0.0006611837,0.0008711557,0.0003982921,0.0009910971],"domain_scores_gemma":[0.9979063,0.00003590221,0.0001573264,0.0006768184,0.0008965536,0.0003271482],"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":[0.001127731,0.0002301523,0.3455029,0.02032031,0.0006906815,0.00006068587,0.005527162,6.423426e-7,0.00001299607,0.01219849,0.4698548,0.1444734],"study_design_scores_gemma":[0.003075141,0.003063604,0.03760542,0.0007059159,0.0005300065,0.00003850946,0.04389248,0.0001026532,0.000119766,0.006889283,0.903141,0.0008361792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3109958,0.1054739,0.002932408,0.499267,0.008919582,0.0205673,0.001285784,0.001199929,0.0493582],"genre_scores_gemma":[0.9747013,0.01169216,0.001302013,0.009447113,0.0007146988,0.0005546427,0.00017312,0.00007156195,0.001343411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6637055,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489963147453611,"score_gpt":0.372255264615567,"score_spread":0.3373556331410309,"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."}}