{"id":"W2915599982","doi":"10.1186/s12913-018-3852-9","title":"Implementing a case management intervention for frequent users of the emergency department (I-CaM): an effectiveness-implementation hybrid trial study protocol","year":2019,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Overcrowding; Emergency department; Medicine; Health administration; Nursing research; Health informatics; Protocol (science); Intervention (counseling); Public health; Psychological intervention; Research design; Implementation research; Medical education; Nursing; Alternative medicine","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":[0.03982757,0.005156479,0.007209064,0.002542036,0.003066602,0.003819888,0.004104318,0.006638411,0.03009785],"category_scores_gemma":[0.03453244,0.00301705,0.003816468,0.002537455,0.003586181,0.003199834,0.002979515,0.005691962,0.00496796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005052799,"about_ca_system_score_gemma":0.01952268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266542,"about_ca_topic_score_gemma":0.003481523,"domain_scores_codex":[0.9710298,0.01945994,0.002836412,0.001981419,0.002328578,0.002363877],"domain_scores_gemma":[0.9842164,0.006604354,0.00261618,0.001805462,0.002854696,0.001902989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.7517405,0.09840848,0.003175335,0.02824089,0.003109883,0.000587458,0.002522107,0.005013902,0.002986589,0.007612199,0.01206903,0.08453351],"study_design_scores_gemma":[0.8260905,0.1332369,0.005404178,0.003527544,0.001530275,0.0001091122,0.0007045866,0.003336935,0.001434416,0.004077281,0.02036516,0.0001830189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004314636,0.0001207692,0.001707623,0.00009003813,0.00009144277,0.9928653,0.0003788792,0.00003727774,0.0003939841],"genre_scores_gemma":[0.002145585,0.00004359832,0.001831273,0.00004959838,0.00001400802,0.9957567,0.00004387983,0.000001622553,0.0001136671],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03982757,"threshold_uncertainty_score":0.2106308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4703633216334336,"score_gpt":0.7257477451115641,"score_spread":0.2553844234781306,"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."}}