{"id":"W4380883918","doi":"10.1002/alz.064308","title":"Developing best practices for outreach and recruitment: Updates from the Asian Cohort for Alzheimer’s disease (ACAD) study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Outreach; Workgroup; Community-based participatory research; Medical education; Community engagement; Public relations; Gerontology; Medicine; Participatory action research; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.4084904,0.001370836,0.001378539,0.004317233,0.007896301,0.007712872,0.009519158,0.003390431,0.004319289],"category_scores_gemma":[0.2980816,0.002007484,0.001937481,0.004796933,0.002958284,0.00544266,0.01380742,0.007285973,0.002558919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205243,"about_ca_system_score_gemma":0.0937914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06498242,"about_ca_topic_score_gemma":0.1530727,"domain_scores_codex":[0.7117473,0.2249019,0.0284017,0.004387089,0.02475578,0.005806143],"domain_scores_gemma":[0.6629763,0.134069,0.01436754,0.04279143,0.1230566,0.02273915],"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":[0.0004399602,0.002447044,0.0527999,0.006529783,0.0002811966,0.0009982211,0.1735697,0.0009011053,0.001251234,0.002288937,0.1592925,0.5992004],"study_design_scores_gemma":[0.001499764,0.001878627,0.09359289,0.02864709,0.0005304204,0.000747435,0.1716122,0.002821196,0.003854387,0.006862131,0.6870389,0.0009150533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.2375308,0.0149217,0.1474006,0.2591207,0.009792243,0.2450397,0.01795459,0.00485569,0.06338407],"genre_scores_gemma":[0.1413899,0.01223441,0.5768464,0.03340868,0.001087939,0.2181872,0.007488932,0.001309455,0.008047212],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4084904,"threshold_uncertainty_score":0.7294367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7666310794612309,"score_gpt":0.6463744931480373,"score_spread":0.1202565863131936,"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."}}