{"id":"W3211650997","doi":"10.1016/j.pec.2021.11.004","title":"Defining and implementing patient-centered care: An umbrella review","year":2021,"lang":"en","type":"review","venue":"Patient Education and Counseling","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; McMaster University","funders":"Canada Research Chairs; Michael Smith Health Research BC","keywords":"Patient-centered care; MEDLINE; Nursing; Medicine; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004285955,0.000551733,0.001489057,0.0002374501,0.001789611,0.00007165712,0.0002868982,0.0003427067,0.0001707478],"category_scores_gemma":[0.0004920362,0.0005370942,0.0001697399,0.0004331843,0.00005288273,0.0002283381,0.0003895242,0.001132611,0.00004966257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120535,"about_ca_system_score_gemma":0.003085966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003102015,"about_ca_topic_score_gemma":0.00009884647,"domain_scores_codex":[0.9930001,0.00263668,0.002324686,0.0009004491,0.0004282595,0.0007097494],"domain_scores_gemma":[0.9947103,0.0007657302,0.001905225,0.001144113,0.001070428,0.000404198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001721339,0.00007214639,0.0001902455,0.08959872,0.00003211194,5.135078e-7,0.02353431,5.132762e-8,5.01141e-8,0.0003035362,0.001603479,0.8846631],"study_design_scores_gemma":[0.000108705,0.00007465235,0.000002295627,0.1565204,0.0003369709,0.00001380601,0.04547907,0.00000858127,1.00416e-7,0.00001589476,0.7970632,0.0003763107],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003244889,0.9933555,0.000006925143,0.0001777052,0.001685175,0.00317937,0.0001226829,0.00009987152,0.001048331],"genre_scores_gemma":[0.0004657158,0.9896514,0.001364373,0.003059769,0.0001445567,0.001808333,0.003352305,0.0001051433,0.00004842728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8842868,"threshold_uncertainty_score":0.9997081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2279866610107233,"score_gpt":0.4911314348228561,"score_spread":0.2631447738121328,"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."}}