{"id":"W2172160920","doi":"10.47102/annals-acadmedsg.v38n6p487","title":"Effects of Survey Mode on Results of a Patient Satisfaction Survey at the Observation Unit of an Acute Care Hospital in Singapore","year":2009,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Patient satisfaction; Family medicine; Phone; Logistic regression; Health care; Confounding; Survey research; Unit (ring theory); Nursing; Psychology; Applied psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003249239,0.0002677621,0.0009144927,0.0002927156,0.0002161474,7.434879e-7,0.0003941121,0.0004282767,0.0000109471],"category_scores_gemma":[0.005380217,0.0001703263,0.0001164794,0.000954802,0.0004388291,0.0001755554,0.0001095115,0.0009284792,6.798318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203781,"about_ca_system_score_gemma":0.0002231461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0278284,"about_ca_topic_score_gemma":0.003484081,"domain_scores_codex":[0.9917602,0.004026837,0.002333589,0.0003478531,0.001155926,0.0003755778],"domain_scores_gemma":[0.9906848,0.003599192,0.003971211,0.0005849251,0.001052987,0.0001068913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002185677,0.000132481,0.9567134,0.001076929,0.00006650075,5.544644e-7,0.0216116,0.0007707438,0.004513089,0.000104246,0.0027821,0.01004266],"study_design_scores_gemma":[0.001944479,0.002439604,0.9558066,0.003869316,0.00004842504,4.375776e-7,0.001952015,0.00008725828,0.03316068,0.0005454624,0.0000315639,0.0001141326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989027,0.0004395441,0.000002164212,0.007502802,0.0004213206,0.00172355,0.0007915486,0.0000134864,0.00007859126],"genre_scores_gemma":[0.9985275,0.0002971183,0.00003892721,0.000771178,0.00005351308,0.00001698651,0.0002418722,0.00002366288,0.00002919996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0286476,"threshold_uncertainty_score":0.9786454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1770321115068813,"score_gpt":0.4636382466275177,"score_spread":0.2866061351206365,"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."}}