{"id":"W4399779771","doi":"10.1080/02687038.2024.2369247","title":"Assessment of communication-related quality of life in individuals with Alzheimer’s disease","year":2024,"lang":"en","type":"article","venue":"Aphasiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Disease; Quality (philosophy); Quality of life (healthcare); Gerontology; Cognitive psychology; Medicine; Psychotherapist; Internal medicine; Epistemology","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":[0.0007657864,0.00007111977,0.0003082026,0.0001918944,0.00001392636,0.000003482257,0.00009925226,0.00004892558,0.000471474],"category_scores_gemma":[0.00012957,0.0000515876,0.00004965612,0.0002940761,0.0002789066,0.00004030854,0.00006930472,0.000182943,0.000006411367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001464301,"about_ca_system_score_gemma":0.0004247077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001636464,"about_ca_topic_score_gemma":0.00002048855,"domain_scores_codex":[0.99874,0.0003340117,0.0004139559,0.000156876,0.0002143664,0.0001407831],"domain_scores_gemma":[0.9990759,0.0003767114,0.00007692664,0.000273077,0.0001002722,0.00009707367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001189705,0.0004285553,0.9887003,0.000129679,0.0003667284,0.00001206465,0.0001201093,0.000003614531,0.001222942,0.007009166,0.0001098878,0.001778023],"study_design_scores_gemma":[0.001422537,0.0004383809,0.9962662,0.0001878811,0.0001211322,0.00000197392,0.0001598316,0.0001401985,0.0001821854,0.0008382436,0.0001944602,0.00004693795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907134,0.003784176,0.000044787,0.001302128,0.00001946899,0.0003849348,0.00002431088,0.00001640523,0.003710377],"genre_scores_gemma":[0.9990385,0.0002459333,0.0003471739,0.0001239909,0.000004865775,0.00005021516,0.0001146374,0.000007754007,0.00006697275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008325045,"threshold_uncertainty_score":0.5162309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06730648397039958,"score_gpt":0.4263929214969143,"score_spread":0.3590864375265148,"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."}}