{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286154,0.0001194351,0.0004338135,0.0001463751,0.0002106576,0.00002766565,0.00008560032,0.00009219379,0.000006821131],"category_scores_gemma":[0.00002816876,0.0001094579,0.00001975062,0.00020667,0.00004581817,0.0002344137,0.00009163727,0.0001450473,0.000001310752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427342,"about_ca_system_score_gemma":0.00007832978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004385727,"about_ca_topic_score_gemma":0.005230321,"domain_scores_codex":[0.9984544,0.0002159025,0.000474772,0.000258604,0.0001851891,0.0004111118],"domain_scores_gemma":[0.9993827,0.00006253203,0.0001738804,0.00009877603,0.00009482452,0.0001872868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002169994,0.0001036284,0.3140743,0.0004219719,0.00001088051,0.000002349991,0.1964009,9.560831e-8,0.000005879161,0.0000758165,0.00002630971,0.4886609],"study_design_scores_gemma":[0.0008616046,0.00009443028,0.9159557,0.0001137387,0.00000673958,8.202139e-8,0.08260891,9.337087e-7,0.00005650544,0.0001566112,0.00004672887,0.0000980218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939099,0.0009292428,0.00001667578,0.001524655,0.0001355451,0.00309075,0.00009525649,0.00002029579,0.0002776895],"genre_scores_gemma":[0.9967225,0.0002519645,0.000005990184,0.0004721926,0.00006011719,0.002390241,0.00003783758,0.00001131977,0.00004781672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6018814,"threshold_uncertainty_score":0.4463564,"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."}}