{"id":"W4404155957","doi":"10.1097/wad.0000000000000647","title":"Dementia and Its Profound Impact on Family Members and Partners","year":2024,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Healthwise; Eli Lilly and Company","keywords":"Dementia; Alzheimer's disease; Gerontology; Medicine; Psychology; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987807,0.0003039359,0.0002551158,0.0002166972,0.0001636612,0.0001754796,0.00005937544,0.00008191796,0.0004685976],"category_scores_gemma":[0.0001101317,0.0002381341,0.0001620253,0.0003492702,0.0001259232,0.0002187465,0.00007010365,0.00025052,0.00008408568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005769487,"about_ca_system_score_gemma":0.0002597614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005857793,"about_ca_topic_score_gemma":0.00001318818,"domain_scores_codex":[0.9979847,0.0001172859,0.0002193176,0.0005455354,0.0005677167,0.0005654512],"domain_scores_gemma":[0.9989303,0.0001360302,0.00004322211,0.0001433618,0.00008088254,0.0006661967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001864539,0.001544752,0.8754243,0.0003396294,0.01450473,0.0003487247,0.0004692811,0.000008429018,0.0003853308,0.0007666145,0.02635904,0.07798465],"study_design_scores_gemma":[0.003005722,0.0006928388,0.9810681,0.0002644904,0.004115852,0.000002320127,0.0003092747,0.002675314,0.00006269103,0.0005956556,0.006855736,0.0003519565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959803,0.02458442,0.000002696387,0.001924038,0.000106924,0.004518844,0.0001005942,0.0001974759,0.008762005],"genre_scores_gemma":[0.9963971,0.001007214,0.000003937866,0.0005907699,0.00003669614,0.001344316,0.0001525199,0.00005108356,0.0004163271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056439,"threshold_uncertainty_score":0.9710827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450168077896294,"score_gpt":0.3572516798147187,"score_spread":0.3327499990357558,"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."}}