{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005947328,0.0006220436,0.005316723,0.0002263411,0.00007508534,0.00001795184,0.001151115,0.0004942847,0.0000542132],"category_scores_gemma":[0.0001809368,0.0004769171,0.001170083,0.0005936204,0.0001484881,0.00004809083,0.0002215264,0.0006225521,0.0002680222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004016698,"about_ca_system_score_gemma":0.0008655539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000525266,"about_ca_topic_score_gemma":0.000004740891,"domain_scores_codex":[0.9948781,0.001887264,0.001366906,0.0008401837,0.0004590035,0.0005685671],"domain_scores_gemma":[0.9962468,0.0009109133,0.000791951,0.001619894,0.0003362715,0.00009417805],"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":[0.000008621487,0.00006528335,0.000003500923,0.8546596,0.0004334461,0.000009676532,0.0002956947,3.445694e-9,1.882604e-8,0.00003388453,0.07676981,0.06772046],"study_design_scores_gemma":[0.0003505874,0.00006070108,0.000006783846,0.9219406,0.003514932,0.00001087898,0.001160288,1.098138e-7,6.837893e-8,0.000001385428,0.07258574,0.000367962],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.936799e-7,0.9700823,0.0001366454,0.00001369414,0.000491423,0.004539607,0.001037328,0.00008375886,0.02361448],"genre_scores_gemma":[0.000001750186,0.9894224,0.00006593244,0.001237345,0.00006256695,0.001769734,0.002237201,0.00005912228,0.005143879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0673525,"threshold_uncertainty_score":0.9997683,"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."}}