{"id":"W4396975772","doi":"10.1177/09720634241246331","title":"Patient Satisfaction: The Role of Artificial Intelligence in Healthcare","year":2024,"lang":"en","type":"article","venue":"Journal of Health Management","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Patient satisfaction; Psychology; Nursing; Artificial intelligence; Knowledge management; Medicine; Computer science; Political science","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":[0.002528997,0.0001904653,0.0003554946,0.0009139285,0.0005549018,0.002461173,0.0003722255,0.0006490286,0.004237887],"category_scores_gemma":[0.01196407,0.0001111739,0.0007291263,0.001564925,0.0008911268,0.0009185997,0.0009785169,0.001359631,0.0004277051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225793,"about_ca_system_score_gemma":0.001041423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117807,"about_ca_topic_score_gemma":0.001741547,"domain_scores_codex":[0.9957633,0.00253799,0.0003053234,0.0001989585,0.0008564239,0.0003380244],"domain_scores_gemma":[0.9892381,0.005842313,0.002174541,0.0002783654,0.001445656,0.001020959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002832206,0.0004620173,0.8998204,0.0003108748,0.0002873768,0.0001874176,0.002865877,0.001998408,0.0003058159,0.006445679,0.004774309,0.0822586],"study_design_scores_gemma":[0.00002835943,0.000965165,0.9629834,0.0003550146,0.0001377154,0.0005226332,0.006141946,0.01012979,0.0002973561,0.006522886,0.01185198,0.00006378882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407192,0.002519184,0.007300995,0.0132927,0.0001239631,0.0001788543,0.001431446,0.00007994095,0.03435375],"genre_scores_gemma":[0.9978406,0.0003657744,0.0007547544,0.0004032593,0.00002953171,0.00003228675,0.0001960044,0.00000393104,0.0003737838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004237887,"threshold_uncertainty_score":0.01417714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09570516483252771,"score_gpt":0.4233772439058057,"score_spread":0.327672079073278,"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."}}