{"id":"W1495558939","doi":"10.5539/ass.v11n13p117","title":"Predicting Key Factors Affecting Outpatient Satisfaction in Public Hospitals: Evidence from Erzurum, Turkey","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ordered logit; Marital status; Turkish; Logistic regression; Health care; Logit; Medicine; Patient satisfaction; Binary logit model; Family medicine; Variables; Demography; Psychology; Environmental health; Nursing; Economic growth; Economics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001036681,0.0001850695,0.0002166862,0.0007363278,0.0002526541,0.0004369348,0.0001977082,0.0001893755,0.001559893],"category_scores_gemma":[0.002683943,0.00009910489,0.0002901689,0.001206606,0.0002968535,0.0001774615,0.0003626801,0.0002221457,0.0001127848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319268,"about_ca_system_score_gemma":0.0007822265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007956084,"about_ca_topic_score_gemma":0.010881,"domain_scores_codex":[0.9992835,0.0003288193,0.00008318233,0.00004870601,0.0001202486,0.0001356415],"domain_scores_gemma":[0.9978702,0.000713205,0.000837468,0.00005758575,0.0002731658,0.0002484424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398002,0.0001061953,0.9869252,0.00009308113,0.00003110376,0.00009936473,0.0005586389,0.00006318971,0.00008649826,0.0000436292,0.0002356994,0.01161757],"study_design_scores_gemma":[0.00000688402,0.0001091398,0.9972962,0.00003806809,0.00001689688,0.00008988766,0.002010192,0.0001035624,0.00003610538,0.00001107714,0.0002796199,0.000002375467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991332,0.0003070947,0.00003269547,0.00007722446,0.000002843137,0.00000297022,0.00007196217,7.673332e-7,0.0003712601],"genre_scores_gemma":[0.9996126,0.0002193464,0.00002896257,0.00001851756,0.000002527668,0.000002058151,0.0000865297,5.74471e-7,0.00002890973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007956084,"threshold_uncertainty_score":0.01581955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556637489359722,"score_gpt":0.4310890198521237,"score_spread":0.2754252709161515,"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."}}