{"id":"W4390991031","doi":"10.54905/disssi.v27i142.e394ms3267","title":"Patient satisfaction in Emergency Department","year":2023,"lang":"en","type":"article","venue":"Medical Science","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Emergency department; Medical emergency; Patient satisfaction; Medicine; Emergency medicine; Surgery; Nursing","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":[0.003436378,0.0001242485,0.0004764316,0.0006549556,0.0004173781,0.0009488631,0.0002258923,0.000389881,0.005930603],"category_scores_gemma":[0.01114,0.00007052323,0.0006914882,0.001228093,0.0003286661,0.0004507395,0.0006875546,0.0006221351,0.0004693242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862243,"about_ca_system_score_gemma":0.0004524916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009079324,"about_ca_topic_score_gemma":0.001000348,"domain_scores_codex":[0.9960348,0.001883168,0.0005724496,0.000155037,0.0009663833,0.0003881314],"domain_scores_gemma":[0.9922056,0.002390933,0.002683896,0.0001754376,0.001767826,0.0007763731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004834632,0.0002745865,0.9300731,0.0002328583,0.0001611841,0.0002069713,0.001288409,0.0002204725,0.0005235092,0.0003442111,0.004435821,0.06175524],"study_design_scores_gemma":[0.00002435381,0.001022811,0.9887565,0.00005567512,0.00005097721,0.0008550594,0.002568032,0.0005713291,0.0003997587,0.0001666569,0.005508172,0.00002065726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825283,0.0009114703,0.0008594377,0.001602588,0.00007574865,0.00008644441,0.001784644,0.00004507273,0.01210633],"genre_scores_gemma":[0.9980295,0.0002016429,0.0003412344,0.0002919793,0.00002428813,0.00002806172,0.0004644952,0.000003808949,0.0006149299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005930603,"threshold_uncertainty_score":0.01983982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09251118770334672,"score_gpt":0.4721293241099626,"score_spread":0.3796181364066158,"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."}}