{"id":"W2112702562","doi":"","title":"Identification of cognitive impairment and mental illness in elderly homeless men: Before and after access to primary health care.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Medicine; Depression (economics); Mental health; Medical diagnosis; Psychiatry; Geriatric Depression Scale; Anxiety; Schizophrenia (object-oriented programming); Cognition; Mental illness; Medical record; Clinical psychology; Gerontology","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":[0.0005689662,0.0001831508,0.000248249,0.0008540432,0.000519484,0.0005950113,0.0002631894,0.0005967305,0.000944229],"category_scores_gemma":[0.002868304,0.0002056071,0.0003229019,0.0006749582,0.0003757241,0.0006423888,0.0005802817,0.0004976144,0.0001354924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441354,"about_ca_system_score_gemma":0.0004942144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461134,"about_ca_topic_score_gemma":0.02690005,"domain_scores_codex":[0.9996093,0.00009525356,0.00003830496,0.00004923775,0.0001020278,0.000106047],"domain_scores_gemma":[0.9985417,0.0001778279,0.0007243372,0.00004119596,0.00014836,0.000366642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005959286,0.00004031512,0.9988545,0.000006649303,0.0000109973,0.0001038754,0.0001856212,0.000006150638,0.00005458945,0.00000245323,0.00003077147,0.0006445461],"study_design_scores_gemma":[0.000002007118,0.00009016765,0.99931,0.000003764281,0.000005000992,0.000116067,0.0003989969,0.00002107592,0.00001095448,0.000002426734,0.00003833741,0.000001156628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994552,0.000203832,0.00001441287,0.0000403908,0.00000484767,0.000009094375,0.0001039823,0.000001101453,0.0001672157],"genre_scores_gemma":[0.9997157,0.00006525037,0.0000241981,0.00002658329,0.000009231192,0.000004884952,0.000082867,3.133994e-7,0.00007098454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461134,"threshold_uncertainty_score":0.02905256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933918288635977,"score_gpt":0.3579048884091174,"score_spread":0.3385657055227577,"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."}}