{"id":"W4406224808","doi":"10.1002/alz.089642","title":"Unlocking Pragmatic Changes in Typically Aging Elderly: An In‐Depth Analysis","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Cognitive psychology; Gerontology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005905807,0.0002120982,0.0003153545,0.001345269,0.0003003433,0.0006563707,0.0001734634,0.000257296,0.0009387987],"category_scores_gemma":[0.001708114,0.0001068606,0.0003464778,0.0006214739,0.0003787901,0.000683848,0.0005477609,0.0001949051,0.0001252307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584661,"about_ca_system_score_gemma":0.0004112814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905195,"about_ca_topic_score_gemma":0.006780449,"domain_scores_codex":[0.9997886,0.00006655506,0.00003145619,0.00003806215,0.00004136941,0.00003398463],"domain_scores_gemma":[0.9994538,0.000154035,0.0001569392,0.00002696249,0.0001585091,0.00004974518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006625413,0.0002048554,0.7237743,0.002634879,0.0002983325,0.006471636,0.06819917,0.0001425785,0.01447243,0.001069757,0.001902258,0.1801674],"study_design_scores_gemma":[0.000006863389,0.0002285386,0.9627062,0.0002299349,0.0001678174,0.003009151,0.02638483,0.0002911676,0.0006172698,0.0007044436,0.00562814,0.00002562254],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923882,0.004876455,0.0006890552,0.0001552098,0.00001716171,0.00004642313,0.000258437,0.000007150353,0.001561968],"genre_scores_gemma":[0.9968557,0.001699039,0.0007101762,0.00006248189,0.00002693018,0.00002178326,0.000145748,0.00000303841,0.0004750331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002905195,"threshold_uncertainty_score":0.005776584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05542151270784388,"score_gpt":0.3887875832537765,"score_spread":0.3333660705459326,"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."}}