{"id":"W4390191713","doi":"10.1002/alz.082803","title":"Mood disturbance and tau pathology in older women at risk for Alzheimer’s disease","year":2023,"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":"","funders":"","keywords":"Mood; Profile of mood states; Mood disorders; Depression (economics); Psychology; Internal medicine; Clinical psychology; Apathy; Medicine; Psychiatry; Disease; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002955085,0.0002429563,0.0003125002,0.0003896937,0.0003287199,0.0004721622,0.000137601,0.0003102199,0.001282988],"category_scores_gemma":[0.001649178,0.0001863119,0.0002921862,0.000447382,0.000112566,0.0001818495,0.0002122564,0.0003250309,0.0002164031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453784,"about_ca_system_score_gemma":0.0001377182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705729,"about_ca_topic_score_gemma":0.004317042,"domain_scores_codex":[0.9998854,0.00003525836,0.0000110192,0.00002691196,0.00001747968,0.00002388232],"domain_scores_gemma":[0.9994086,0.0001059298,0.0002826077,0.00002770428,0.00005457552,0.000120586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002461824,0.00003867034,0.9979982,0.000006936846,0.00004378819,0.00007484053,0.00005519264,0.00001436609,0.0002228743,0.000005016735,0.00005721229,0.001236668],"study_design_scores_gemma":[0.000007351611,0.00009692995,0.9995452,0.000002561271,0.00002204681,0.0001101511,0.00005898671,0.0000591745,0.0000203555,0.00001080462,0.00006518781,0.000001245298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988645,0.0004226688,0.00003710189,0.00004544375,0.000009837418,0.000006714943,0.0001771439,0.000002422997,0.0004340868],"genre_scores_gemma":[0.9995153,0.0001229885,0.00004138261,0.0000254055,0.00001345492,0.000005876841,0.0001095155,6.8629e-7,0.000165434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002705729,"threshold_uncertainty_score":0.005380034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473661490375556,"score_gpt":0.3118057721015629,"score_spread":0.2870691571978073,"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."}}