{"id":"W1989577572","doi":"10.1258/095148403762539112","title":"Hospital efficiency and patient satisfaction","year":2003,"lang":"en","type":"article","venue":"Health Services Management Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Patient satisfaction; Christian ministry; Medicine; Health care; Family medicine; Sample (material); Sample size determination; Affect (linguistics); Nursing; Psychology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001717148,0.000136897,0.0003352833,0.000926591,0.0005182758,0.001056172,0.0002787175,0.0002653846,0.004219615],"category_scores_gemma":[0.01158407,0.00008051545,0.0003985421,0.001981766,0.0005980993,0.0004067062,0.0005289675,0.0003728115,0.0001971674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773609,"about_ca_system_score_gemma":0.001581284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03639166,"about_ca_topic_score_gemma":0.03920551,"domain_scores_codex":[0.997783,0.0006859397,0.0002245617,0.0001043257,0.0008237685,0.0003783159],"domain_scores_gemma":[0.9889923,0.002766492,0.005013818,0.0002062747,0.001751795,0.001269238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063122,0.00004105402,0.9915639,0.00002303537,0.00004667215,0.00002464982,0.0002810364,0.0001137686,0.00004986133,0.000137897,0.0003347463,0.007277024],"study_design_scores_gemma":[0.000004624228,0.00008201059,0.9989017,0.000007126613,0.000008965327,0.0000423504,0.0003738071,0.0001477328,0.00001814391,0.00006059725,0.0003497679,0.000003201033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944943,0.0003178668,0.0002732102,0.0003957822,0.000006392217,0.00002032739,0.0004956021,0.00000617382,0.003990397],"genre_scores_gemma":[0.9993908,0.00005910035,0.00006508545,0.00004209103,0.000005868414,0.000006588767,0.0002121954,0.000001117068,0.0002172214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03639166,"threshold_uncertainty_score":0.07235968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07817691450932718,"score_gpt":0.4749588174029926,"score_spread":0.3967819028936654,"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."}}