{"id":"W2009532608","doi":"10.1007/s00127-012-0649-8","title":"Mental disorder, service use, and barriers to care among 500 homeless people in 3 different urban settings","year":2013,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Mental health; Epidemiology; Psychology; Gerontology; Psychiatry; Mental health service; Service (business); Public health; Environmental health; Medicine; Nursing; Business","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007362492,0.0004402825,0.001476999,0.0002407195,0.002084756,0.00002881997,0.0002363147,0.0007738787,0.0002866811],"category_scores_gemma":[0.0003353244,0.0003809952,0.0001229207,0.0006900689,0.0001430973,0.0002672991,0.0002084979,0.0009594637,0.00004394706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009881164,"about_ca_system_score_gemma":0.0001729869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0253681,"about_ca_topic_score_gemma":0.1362516,"domain_scores_codex":[0.9949442,0.001955965,0.001064541,0.0007599259,0.0001415394,0.001133895],"domain_scores_gemma":[0.9976143,0.0009744869,0.0003716004,0.0002347022,0.0001348769,0.0006700726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005155951,0.0000516988,0.8971881,0.000501672,0.00003201669,2.195485e-7,0.09349465,0.000001054338,0.000001385341,0.003983209,0.003835538,0.0008588735],"study_design_scores_gemma":[0.000991733,0.00009362107,0.7533526,0.00006658159,0.00002931803,1.548166e-7,0.2390884,0.00002549772,5.076497e-8,0.004502565,0.001529756,0.0003197274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682014,0.003601577,0.00003018808,0.02278218,0.003044473,0.001701868,0.00008512673,0.00008980989,0.0004633781],"genre_scores_gemma":[0.9919441,0.0006080849,0.0003298697,0.004891227,0.001516263,0.000494449,0.0000729356,0.00005306019,0.00009000899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455937,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673631888643644,"score_gpt":0.3597029119175123,"score_spread":0.3329665930310758,"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."}}