{"id":"W4414425716","doi":"10.1007/s11606-025-09843-6","title":"Enhancing Patient-Dedicated Time in Clinical Encounters: A Systematic Review and Meta-analysis of Intervention Strategies","year":2025,"lang":"en","type":"review","venue":"Journal of General Internal Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Université de Genève","keywords":"Intervention (counseling); MEDLINE; Psychological intervention; Systematic review; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01558762,0.0027954,0.01991948,0.005971999,0.0007230561,0.003672162,0.002303051,0.002273818,0.003770282],"category_scores_gemma":[0.03982411,0.001475058,0.03896832,0.005916107,0.0008881395,0.002036352,0.001477115,0.002509653,0.0002813573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003713727,"about_ca_system_score_gemma":0.00502798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006778578,"about_ca_topic_score_gemma":0.01289595,"domain_scores_codex":[0.9866096,0.007326746,0.003255999,0.001099319,0.001350567,0.000357736],"domain_scores_gemma":[0.9726483,0.02163662,0.003577272,0.0005779866,0.001216163,0.0003436839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004765819,0.0001350985,0.001717538,0.4534418,0.5158088,0.00007332112,0.0001207386,0.0005410516,0.000155236,0.0001469312,0.0003845388,0.02270915],"study_design_scores_gemma":[0.002343686,0.0007578906,0.002327412,0.04697172,0.945671,0.00005366802,0.00007715551,0.0002253087,0.0001588386,0.0001905955,0.001196824,0.00002586117],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00715878,0.9907668,0.0005617188,0.000203371,0.0001721078,0.0005828525,0.000247063,0.0000310319,0.0002762585],"genre_scores_gemma":[0.2013924,0.7896093,0.004382467,0.0008790587,0.0002682136,0.002689847,0.0004710837,0.00003695716,0.0002706849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01991948,"threshold_uncertainty_score":0.08243614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3532451437347581,"score_gpt":0.5619589868313846,"score_spread":0.2087138430966264,"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."}}