{"id":"W4411718659","doi":"10.1093/ppar/praf005","title":"Aging in the Americas: Innovations to Bring Integrated and Person-Centered Care to Life","year":2025,"lang":"en","type":"article","venue":"Public Policy & Aging Report","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de l'Europe et des Affaires Étrangères; European Commission; Ministry of Health, Labour and Welfare; Irish Aid","keywords":"Gerontology; Psychology; Sociology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004086388,0.0001670843,0.0002442005,0.001251624,0.0001064223,0.0002790256,0.0001812806,0.00002582044,0.00001633114],"category_scores_gemma":[0.001824203,0.0001378072,0.00004511156,0.003220755,0.00005461546,0.0001481412,0.000180692,0.0001983158,0.000007546681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224177,"about_ca_system_score_gemma":0.001080151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005281001,"about_ca_topic_score_gemma":0.0002350732,"domain_scores_codex":[0.998532,0.00003769664,0.0003660244,0.0003902767,0.0002588139,0.0004152149],"domain_scores_gemma":[0.9989948,0.00004857725,0.00008253012,0.0005246371,0.0001749155,0.000174487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005268247,0.000324307,0.7620591,0.001008215,0.0004919145,0.001428778,0.03043935,0.00008976016,0.0005408888,0.03372986,0.05198959,0.1178456],"study_design_scores_gemma":[0.0009342143,0.00005406946,0.7240879,0.0006790176,0.00008963728,0.0001457472,0.04756158,0.0001817832,0.00002734162,0.0001029814,0.2258804,0.0002553821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692085,0.0002240775,0.0007624427,0.1560065,0.0001133091,0.0007958955,0.000006867814,0.0001588513,0.07272363],"genre_scores_gemma":[0.9808281,0.00000730215,0.0002492663,0.01729578,0.0001508225,0.00007982815,0.000065099,0.00001600292,0.001307768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116197,"threshold_uncertainty_score":0.7983329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06888516879941234,"score_gpt":0.377124670189353,"score_spread":0.3082395013899407,"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."}}