{"id":"W4390081920","doi":"10.1093/geroni/igad104.1907","title":"THE PROMISE AND CHALLENGES OF GERONTOLOGISTS WHO ADVANCE THE SCIENCE OF COMMUNITY-ENGAGED RESEARCH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Scholarship; Brainstorming; Public relations; Population; Community engagement; Resource (disambiguation); Focus group; Psychology; Medical education; Political science; Medicine; Sociology; Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3512992,0.001290307,0.002418038,0.004635833,0.02548344,0.03819478,0.007187688,0.04941841,0.01036342],"category_scores_gemma":[0.3393465,0.002667164,0.002260322,0.00307259,0.05222245,0.0637579,0.05284523,0.06372967,0.004483463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145865,"about_ca_system_score_gemma":0.07943887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827403,"about_ca_topic_score_gemma":0.0100917,"domain_scores_codex":[0.7370937,0.1845325,0.01185174,0.01347665,0.03381021,0.01923524],"domain_scores_gemma":[0.398935,0.370252,0.01802724,0.02895573,0.06488905,0.1189411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006176185,0.001221347,0.01871643,0.003356573,0.0002252769,0.00333246,0.1638871,0.0005999546,0.001830303,0.1306495,0.3986334,0.2769301],"study_design_scores_gemma":[0.0002099872,0.0005016091,0.004577565,0.007328813,0.00006018949,0.002191499,0.1587838,0.001043743,0.000568606,0.1820309,0.6424143,0.0002889104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002471993,0.01050848,0.001239783,0.9804068,0.003686607,0.0000290215,0.00001263944,0.00004631965,0.001598321],"genre_scores_gemma":[0.1892788,0.038169,0.02283082,0.7277536,0.01574862,0.0008668565,0.00009603277,0.0002386127,0.005017732],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3512992,"threshold_uncertainty_score":0.7999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8591592190940889,"score_gpt":0.7092913011726536,"score_spread":0.1498679179214353,"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."}}