{"id":"W3113115991","doi":"10.1002/alz.041673","title":"Research‐based evaluation of a dementia support program: An analysis of input from 1164 participants","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Blueprint; Referral; Autonomy; Gerontology; Social support; Psychology; Medicine; Nursing; Political science","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":[0.04853788,0.000711685,0.00130866,0.00340188,0.003073312,0.002112689,0.001553603,0.001013353,0.003202077],"category_scores_gemma":[0.1251445,0.0007941331,0.001119853,0.004198546,0.001220961,0.00122695,0.002976331,0.001041931,0.0006917475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006487538,"about_ca_system_score_gemma":0.01343103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962509,"about_ca_topic_score_gemma":0.02163451,"domain_scores_codex":[0.9506888,0.03454826,0.005148997,0.001432018,0.006401727,0.001780214],"domain_scores_gemma":[0.9100281,0.05128635,0.008820643,0.00265972,0.02456356,0.002641732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003695879,0.007609608,0.6750133,0.005502733,0.0005182783,0.001211457,0.1556583,0.0003622195,0.001601871,0.0003340683,0.002255134,0.1462372],"study_design_scores_gemma":[0.001576838,0.01668655,0.7233235,0.003504363,0.0006964035,0.0007437076,0.2352383,0.001284297,0.003609911,0.0002643538,0.01288013,0.0001916047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921755,0.0003412527,0.0004409906,0.0001138712,0.00001331823,0.004471213,0.0007201768,0.000008315443,0.00171542],"genre_scores_gemma":[0.981972,0.0007491612,0.003125473,0.0003399012,0.00002017697,0.01133847,0.00120931,0.00002292512,0.001222734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04853788,"threshold_uncertainty_score":0.2566959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243084617936224,"score_gpt":0.4751860784675096,"score_spread":0.2508776166738872,"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."}}