{"id":"W4408954151","doi":"10.1186/s12875-025-02794-1","title":"Attributes of family physician encounters valued by older adults: a systematic review","year":2025,"lang":"en","type":"review","venue":"BMC Primary Care","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Impact","funders":"","keywords":"Psychology; Gerontology; Family medicine; Medicine","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":[0.01113087,0.001073927,0.005150182,0.01162974,0.0009302283,0.003082942,0.001470813,0.002132374,0.003025737],"category_scores_gemma":[0.07430883,0.000940463,0.005090553,0.01177056,0.0009848276,0.003315137,0.001582952,0.001143337,0.0002197563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004872788,"about_ca_system_score_gemma":0.01448522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032885,"about_ca_topic_score_gemma":0.04064611,"domain_scores_codex":[0.9881135,0.003976546,0.004582694,0.0007901714,0.002217826,0.0003192687],"domain_scores_gemma":[0.9270284,0.05382244,0.01313111,0.000697647,0.004746601,0.0005737788],"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":[0.0001320605,0.00001347632,0.002011819,0.9624076,0.004510476,0.0001251527,0.0008001669,0.00004582017,0.00007365541,0.0001689134,0.001371524,0.02833935],"study_design_scores_gemma":[0.0001048713,0.0001282555,0.007598944,0.9541544,0.02415226,0.0004314065,0.0008959313,0.00003877934,0.00008209665,0.0001997442,0.01217951,0.00003375759],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002685484,0.9953035,0.0001194405,0.0003264246,0.00009309748,0.0004502138,0.000643905,0.000006837609,0.0003710807],"genre_scores_gemma":[0.03766055,0.9586272,0.001043827,0.0007100846,0.0001012831,0.001329934,0.000382241,0.000005610229,0.000139255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01162974,"threshold_uncertainty_score":0.05886638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947544582282484,"score_gpt":0.377746954831378,"score_spread":0.3382715090085531,"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."}}