{"id":"W2018088268","doi":"10.1155/2011/319574","title":"Prevalence of Depression and Dementia among Adults with Developmental Disabilities in Manitoba, Canada","year":2011,"lang":"en","type":"article","venue":"International Journal of Family Medicine","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada; University of Manitoba","keywords":"Dementia; Depression (economics); Medicine; Gerontology; Psychiatry; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004102947,0.0002543314,0.0002976671,0.001544605,0.001364542,0.0006243003,0.0006908861,0.000223674,0.001019884],"category_scores_gemma":[0.001491344,0.0002474081,0.0003027932,0.00277456,0.000352021,0.0001937639,0.0005496426,0.0003296215,0.00009852464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481682,"about_ca_system_score_gemma":0.01889013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928353,"about_ca_topic_score_gemma":0.995663,"domain_scores_codex":[0.9995735,0.00004500294,0.00004074931,0.00005381947,0.000172357,0.0001146245],"domain_scores_gemma":[0.9989632,0.00005289185,0.0001899329,0.00002176394,0.0005033448,0.0002688438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001972073,0.0000163303,0.9960057,0.00003377175,0.0000308107,0.00007236585,0.0003101499,0.00004666226,0.00009660247,0.00003617425,0.0008255735,0.002506255],"study_design_scores_gemma":[0.000007518542,0.0000135264,0.9985014,0.00003614911,0.00001873405,0.00008983799,0.0005885873,0.0001712907,0.0000351669,0.00001410368,0.0005192059,0.000004462442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876116,0.001674506,0.0001692141,0.0006845886,0.00001951823,0.0001041142,0.007158475,0.00001642937,0.002561508],"genre_scores_gemma":[0.9964907,0.0009475253,0.0002611934,0.0001615036,0.000007405016,0.00003263802,0.00137291,0.000001918887,0.0007242105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481682,"threshold_uncertainty_score":0.1075041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288740410492331,"score_gpt":0.2973942780080889,"score_spread":0.2345068739031655,"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."}}