{"id":"W2937264572","doi":"10.12927/hcpol.2019.25793","title":"Satisfaction with Emergency Departments and Other Mental Health Services among Patients with Mental Disorders","year":2019,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Patient satisfaction; Medicine; Health care; Family medicine; Nursing; Medical emergency; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00005092032,0.0002262525,0.000295429,0.0001155471,0.0002541814,0.000006664305,0.00003595786,0.00004850695,0.0001021876],"category_scores_gemma":[0.000001780856,0.0001587644,0.00003318095,0.0002242229,0.00005465463,0.0001475617,0.0000360789,0.0001228513,0.0000167012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670597,"about_ca_system_score_gemma":0.0001069726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03198576,"about_ca_topic_score_gemma":0.04125132,"domain_scores_codex":[0.9986238,0.00004686909,0.0002518822,0.0003362408,0.0003300027,0.0004112024],"domain_scores_gemma":[0.9993445,0.000004743945,0.0001517263,0.0001914974,0.00006532441,0.0002422236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002644106,0.00008117643,0.98908,0.0006427916,0.000119801,3.669788e-7,0.003750012,2.490643e-7,0.000003743605,0.0001137618,0.0007163995,0.005227253],"study_design_scores_gemma":[0.002029695,0.001626326,0.9873094,0.0002259254,0.00001838504,0.000004537397,0.001814387,0.000007118077,0.000005780253,0.00002440308,0.006773518,0.0001605514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886899,0.001052999,0.00000124095,0.007407481,0.0002313663,0.001452964,0.0001838906,0.00005690301,0.0009232374],"genre_scores_gemma":[0.99459,0.00206469,0.00008327028,0.002714932,0.00009115704,0.00004117825,0.0001461257,0.00004046694,0.0002282001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009265551,"threshold_uncertainty_score":0.9762434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006187605290200445,"score_gpt":0.2935732690242373,"score_spread":0.2873856637340368,"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."}}