{"id":"W2950750280","doi":"10.1017/s1463423619000094","title":"Validation of a tool to assess patient satisfaction, waiting times, healthcare utilization, and cost","year":2019,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Mount Royal University","funders":"University of Calgary","keywords":"Construct validity; Health care; Intraclass correlation; Patient satisfaction; Medicine; Reliability (semiconductor); Face validity; Patient experience; Validity; Physical therapy; Quality (philosophy); Quality management; Family medicine; Psychology; Psychometrics; Nursing; Clinical psychology; Operations management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04456518,0.0006762239,0.0006673199,0.003201416,0.0006649836,0.001201205,0.001004095,0.000798205,0.002134261],"category_scores_gemma":[0.05696295,0.0003204861,0.001880339,0.003019313,0.001067224,0.001060968,0.001307631,0.00111913,0.0007299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395419,"about_ca_system_score_gemma":0.003596553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003736125,"about_ca_topic_score_gemma":0.003772366,"domain_scores_codex":[0.9688083,0.01536272,0.005347655,0.001261013,0.008326701,0.0008935507],"domain_scores_gemma":[0.9331378,0.03161218,0.008266069,0.003011371,0.02272452,0.001248127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000566097,0.0007741666,0.8968394,0.0003023806,0.0002978067,0.00006372145,0.001366054,0.0009374829,0.001223821,0.0003730869,0.001777059,0.09547893],"study_design_scores_gemma":[0.0002828545,0.003721543,0.9802274,0.0003404717,0.0001701451,0.0003439061,0.001672686,0.005977768,0.001737422,0.0004057883,0.005070277,0.00004971331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9314822,0.000929224,0.04443926,0.0008395932,0.0002623932,0.007423901,0.003899539,0.0002534961,0.01047041],"genre_scores_gemma":[0.958645,0.0002447808,0.03190016,0.0003278232,0.00005824198,0.005716851,0.002431144,0.00003361862,0.0006422747],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04456518,"threshold_uncertainty_score":0.2356861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881923300537165,"score_gpt":0.4892389064716954,"score_spread":0.3010465764179789,"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."}}