{"id":"W4391815866","doi":"10.1111/eip.13495","title":"Risk factors for homelessness and housing instability in the first episode of mental illness: Initial findings from the <scp>AMONT</scp> study","year":2024,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec; Institut national de psychiatrie légale Philippe-Pinel; Université du Québec en Outaouais; Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Psychosocial; Mental health; Supportive housing; Population; Mental illness; Housing First; Psychology; Psychiatry; Logistic regression; Gerontology; Public housing; Medicine; Environmental health","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":[0.001034422,0.0002637297,0.0002410675,0.0006328187,0.001253129,0.0009911663,0.0006656979,0.0005839966,0.002753112],"category_scores_gemma":[0.002727231,0.0002359092,0.0003917707,0.0008787727,0.0004881376,0.000449087,0.0006450102,0.0008607941,0.0001819943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053648,"about_ca_system_score_gemma":0.00267948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5539496,"about_ca_topic_score_gemma":0.6667997,"domain_scores_codex":[0.9996789,0.00009424658,0.00001664168,0.00003403734,0.00007530155,0.0001008509],"domain_scores_gemma":[0.9985365,0.0002156125,0.0003924006,0.00005429403,0.0003160214,0.0004851901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003739828,0.00006190753,0.9960978,0.00001669868,0.00002062259,0.00006163571,0.001186242,0.00001558018,0.0000396447,0.00001111175,0.0002697202,0.002181746],"study_design_scores_gemma":[0.000002770937,0.00003517745,0.9984105,0.0000159991,0.000008058779,0.00004405846,0.001282252,0.00004110791,0.00000912194,0.000004349782,0.0001446249,0.000001978221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983643,0.0003724892,0.00004452858,0.0002604683,0.000005527312,0.00004350239,0.0003380944,0.000002151027,0.0005689823],"genre_scores_gemma":[0.9992189,0.0001968307,0.00004784949,0.00005781479,0.000008604251,0.0000179449,0.0002146591,0.000001048368,0.0002362951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5539496,"threshold_uncertainty_score":0.8973546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318335910505724,"score_gpt":0.385247100674645,"score_spread":0.3520637415695878,"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."}}