{"id":"W2345867699","doi":"10.1159/000444790","title":"Trajectories of Depressive Symptomatology in Rural Memory Clinic Patients between Baseline Diagnosis and 1-Year Follow-Up","year":2016,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders Extra","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Dementia; Depression (economics); Depressive symptoms; Memory clinic; Psychiatry; Clinical Dementia Rating; Disease; Persistence (discontinuity); Cognition; Activities of daily living; Rating scale; Alzheimer's disease; Psychology; Incidence (geometry); Clinical psychology; Medicine; Internal medicine; Developmental psychology","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":[0.0003693084,0.0002513224,0.0005462682,0.0003773181,0.0000823877,0.00001622664,0.00006908487,0.0001262416,0.0006345661],"category_scores_gemma":[0.0005948303,0.0001906481,0.0001155055,0.0003253314,0.0003281389,0.0001781361,0.0001186174,0.0001308564,0.0000127265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001331574,"about_ca_system_score_gemma":0.00007135363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009184942,"about_ca_topic_score_gemma":0.0001006985,"domain_scores_codex":[0.9979914,0.0002422846,0.0005484549,0.0004403536,0.0003302033,0.0004473134],"domain_scores_gemma":[0.9983052,0.0009498516,0.0001733411,0.000116578,0.0002770179,0.0001779976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005115817,0.0003372044,0.8584166,0.0001226007,0.000336093,0.000005568863,0.0002468041,3.005032e-9,0.00009389539,0.00001088657,0.00009011989,0.1398287],"study_design_scores_gemma":[0.01789016,0.0009683952,0.9768618,0.0002689048,0.0007509541,0.000002251408,0.00133632,0.000002431156,0.001292362,0.0003246589,0.00008268839,0.0002190177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995551,0.001618253,0.0004721606,0.0002785093,0.0001120492,0.0010726,0.0001539159,0.00002159863,0.000719913],"genre_scores_gemma":[0.9952093,0.004153466,0.00003395446,0.00005985057,0.0000462905,0.0002074034,0.0001032613,0.00002421374,0.0001622331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1396096,"threshold_uncertainty_score":0.7774404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033211106938919,"score_gpt":0.2820620455693529,"score_spread":0.2717299344999637,"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."}}