{"id":"W2054132411","doi":"10.1016/j.hcmf.2014.05.004","title":"A Network to Improve Emergency Patient Care by Facilitating Practitioners to Effectively Support Practitioners","year":2014,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Emergency department; Medical emergency; Tertiary care; Patient care; Best practice; Medicine; Nursing; Family medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01907889,0.0002669985,0.000180388,0.001127825,0.00556043,0.003956484,0.001408013,0.001621289,0.02287143],"category_scores_gemma":[0.02716712,0.0003114833,0.0002625846,0.0009279285,0.001510578,0.005501859,0.008683215,0.002088912,0.002432605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006268952,"about_ca_system_score_gemma":0.04091523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02179709,"about_ca_topic_score_gemma":0.06950542,"domain_scores_codex":[0.9890388,0.008232692,0.0002631524,0.0003498202,0.001124473,0.0009910672],"domain_scores_gemma":[0.9646467,0.006568761,0.002073522,0.0018243,0.006341774,0.01854508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005793291,0.003132836,0.05640883,0.001393717,0.0001103172,0.0009029093,0.02706364,0.0008210803,0.001994048,0.04486287,0.3994513,0.4632793],"study_design_scores_gemma":[0.0007893557,0.001193588,0.05628138,0.001928462,0.00008968989,0.0005085949,0.03648689,0.0008323038,0.0007621714,0.01123697,0.8898218,0.00006889109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2073156,0.006060469,0.02544445,0.4225184,0.006033296,0.006637902,0.001299277,0.0007646037,0.323926],"genre_scores_gemma":[0.7352203,0.006265242,0.1109227,0.04454594,0.001836598,0.006580265,0.001287424,0.0002133786,0.09312811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02287143,"threshold_uncertainty_score":0.1009001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101136160783416,"score_gpt":0.3001461442044721,"score_spread":0.2900325281261305,"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."}}