{"id":"W2022523774","doi":"10.1007/s10488-009-0206-2","title":"A Typology of Mentally Disordered Users of Resources for Homeless People: Towards Better Planning of Mental Health Services","year":2009,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal; Hôpital Louis-H Lafontaine","funders":"World Health Organization","keywords":"Typology; Mental health; Psychiatry; Psychology; Schizophrenia (object-oriented programming); Psychological intervention; Logistic regression; National Comorbidity Survey; Clinical psychology; Service (business); Comorbidity; Medicine; Sociology","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"],"consensus_categories":[],"category_scores_codex":[0.002272134,0.0002667792,0.00120368,0.0005668445,0.001214384,0.00001858849,0.0002604984,0.0002117803,0.00002820807],"category_scores_gemma":[0.000007496916,0.0002544579,0.00006398057,0.0006161067,0.0002315032,0.0002159729,0.0001381774,0.0004195678,9.227601e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003787812,"about_ca_system_score_gemma":0.001780161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05379757,"about_ca_topic_score_gemma":0.07175988,"domain_scores_codex":[0.9949148,0.001117812,0.001709651,0.0004455262,0.0006434046,0.00116878],"domain_scores_gemma":[0.9978238,0.000224638,0.0009149654,0.0002134183,0.0001264066,0.0006967099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003416992,0.0008469273,0.138335,0.03110429,0.00004103716,5.943236e-7,0.7835382,3.66777e-7,0.0003634398,0.003670089,0.0001627113,0.03852035],"study_design_scores_gemma":[0.00460221,0.007642024,0.1711241,0.003355077,0.00000300784,0.000002299687,0.8085348,0.0002013092,0.0002351732,0.000611265,0.003485004,0.0002037291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598645,0.005179496,0.000001929315,0.03031643,0.0001412299,0.003064816,0.001123873,0.00001721723,0.0002905068],"genre_scores_gemma":[0.9858354,0.008690188,0.000283638,0.004112144,0.0001125833,0.0001031399,0.0007846194,0.00002437372,0.0000539079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03831662,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06042080093535233,"score_gpt":0.5262398910037871,"score_spread":0.4658190900684347,"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."}}