{"id":"W4410305017","doi":"10.7759/cureus.83949","title":"Impact of Electronic Health Services on Patient Satisfaction in Primary Care: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary care; Patient satisfaction; Primary health care; Family medicine; Nursing; Environmental health","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":[0.0111037,0.001193075,0.007508637,0.007450178,0.0006644172,0.002946923,0.001343247,0.00152506,0.004220579],"category_scores_gemma":[0.04862596,0.0008604747,0.009886392,0.0106383,0.0008641803,0.002173155,0.001501668,0.001090895,0.0002041706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962225,"about_ca_system_score_gemma":0.0109444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005917899,"about_ca_topic_score_gemma":0.01579202,"domain_scores_codex":[0.9871203,0.005477538,0.004076456,0.0007282893,0.002326102,0.000271239],"domain_scores_gemma":[0.9592605,0.03078261,0.006316822,0.0005042166,0.002757934,0.0003778962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003526213,0.00004650234,0.001980646,0.9403395,0.01741602,0.00007558506,0.000253758,0.00008437657,0.00006717764,0.0001357049,0.0007313194,0.03851671],"study_design_scores_gemma":[0.0005358414,0.0007085003,0.01184303,0.8417844,0.1341196,0.0003933115,0.000529191,0.000180328,0.0001886305,0.0002135848,0.009454742,0.0000487788],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003762755,0.9944263,0.0001819591,0.0002474677,0.00009137227,0.0005494205,0.0004295732,0.00001009991,0.0003010703],"genre_scores_gemma":[0.05224662,0.9446799,0.0009484083,0.0005734575,0.0001106787,0.00103063,0.0003021548,0.000006523264,0.0001016683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0111037,"threshold_uncertainty_score":0.05872267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457373772776522,"score_gpt":0.4701176955981266,"score_spread":0.4355439578703614,"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."}}