{"id":"W1976677039","doi":"10.1046/j.1440-172x.2003.00420.x","title":"The influence of demographic variables and ward type on elderly patients’ perceptions of needs and satisfaction during acute hospitalization","year":2003,"lang":"en","type":"article","venue":"International Journal of Nursing Practice","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"Australian Research Council","keywords":"Medicine; Perception; Patient satisfaction; Nursing care; Health care; Family medicine; Nursing; Psychology","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":[0.001498162,0.0001242213,0.0002984551,0.0004890747,0.0003728573,0.0006047388,0.0001272119,0.000187733,0.001514755],"category_scores_gemma":[0.00814527,0.0001140992,0.0003702325,0.0004232456,0.0002861016,0.0003815563,0.0004099157,0.0003710434,0.000160725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899659,"about_ca_system_score_gemma":0.000384315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989152,"about_ca_topic_score_gemma":0.004133613,"domain_scores_codex":[0.9989026,0.0005026086,0.0001606169,0.00004378171,0.000224359,0.000166091],"domain_scores_gemma":[0.9935913,0.00243963,0.002083099,0.0001125344,0.0006178807,0.00115555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003112619,0.000121092,0.9934272,0.00002073241,0.00005843365,0.00008923827,0.0009218447,0.00005448974,0.0002363238,0.00001945068,0.00009991486,0.004640059],"study_design_scores_gemma":[0.000006852554,0.000387404,0.9969349,0.000005758521,0.0000161559,0.0001340798,0.002208441,0.0001298917,0.00005839771,0.00001507545,0.00009755175,0.000005495956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995999,0.00005449573,0.00002583579,0.000031994,0.000002639495,0.000002622629,0.00003020633,7.983004e-7,0.0002515168],"genre_scores_gemma":[0.9998183,0.00003530872,0.00002929846,0.00001993153,0.000003210283,0.000002712642,0.00004023957,5.663957e-7,0.0000505212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989152,"threshold_uncertainty_score":0.007923126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636148579265015,"score_gpt":0.4082926681205171,"score_spread":0.381931182327867,"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."}}