{"id":"W1508700281","doi":"","title":"Satisfaction with Healthcare Services Provided in Public Hospitals of Southern Punjab, Pakistan: Study of District Head Quarter Hospitals","year":2015,"lang":"en","type":"article","venue":"","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Likert scale; Data collection; Context (archaeology); Health care; Medicine; Family medicine; Systematic sampling; Sample size determination; Nursing; Population; Scale (ratio); Psychology; Environmental health; Geography; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009547485,0.0001667407,0.0002911321,0.0006065149,0.00102562,0.0008776714,0.0002317671,0.0003049666,0.002784978],"category_scores_gemma":[0.002912608,0.0002885382,0.0002733889,0.001668849,0.0007686474,0.0005247259,0.0005892405,0.0004995848,0.0002006052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009274313,"about_ca_system_score_gemma":0.001445619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009874376,"about_ca_topic_score_gemma":0.01169571,"domain_scores_codex":[0.9990047,0.0003586738,0.00009138819,0.00007867672,0.0001738365,0.0002928281],"domain_scores_gemma":[0.9972243,0.0007266031,0.001121885,0.00007896919,0.0002688174,0.0005794243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007204404,0.0001739257,0.9920884,0.00004096413,0.00001613321,0.0001713567,0.003661156,0.00004344773,0.0001521094,0.00004073891,0.0002184659,0.003321289],"study_design_scores_gemma":[0.000005895413,0.0003195423,0.9866791,0.00001572425,0.000004621378,0.0002682614,0.01232818,0.0000597121,0.00003693383,0.000008962262,0.0002677313,0.000005365654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996929,0.000031453,0.00001248265,0.00005359054,0.000001462392,0.000004851182,0.00005314773,4.864781e-7,0.0001497397],"genre_scores_gemma":[0.9997961,0.00004309593,0.00001888483,0.00003145235,0.000002495603,0.000005844794,0.00003453252,2.853489e-7,0.00006737157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009874376,"threshold_uncertainty_score":0.01963377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06952772322218892,"score_gpt":0.4037664724063288,"score_spread":0.3342387491841399,"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."}}