{"id":"W2992694155","doi":"10.3390/ijerph16244965","title":"Predictors of Emergency Department Use among Individuals with Current or Previous Experience of Homelessness","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Emergency department; Psychological intervention; Medicine; Gerontology; Longitudinal study; Population; Ambulatory; Baseline (sea); Substance use; Environmental health; Psychology; Psychiatry","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":[0.0004339826,0.0001681325,0.0001971536,0.0005457795,0.000494238,0.0004803991,0.0003251601,0.0003235697,0.001562398],"category_scores_gemma":[0.002581184,0.000184089,0.0003142054,0.0004728871,0.0002565024,0.0002871272,0.0004388246,0.0006236103,0.0001389342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005885807,"about_ca_system_score_gemma":0.0008229453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08426327,"about_ca_topic_score_gemma":0.1529646,"domain_scores_codex":[0.9997572,0.00004952839,0.00002686691,0.00002312969,0.00005847509,0.00008473507],"domain_scores_gemma":[0.9987709,0.0002293415,0.0004597343,0.00005231006,0.0001869077,0.0003008187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001370233,0.00002462274,0.9993317,0.000002079011,0.000005170098,0.00001246698,0.00005734809,0.00001034115,0.00001726607,0.000003199096,0.00002858009,0.0004936422],"study_design_scores_gemma":[0.000001131432,0.00002601967,0.9995159,0.000003532655,0.000003953802,0.00003190084,0.0002937846,0.00006200277,0.00001181609,0.000004301601,0.00004424306,0.000001352027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994889,0.00007993005,0.00002120915,0.0000541578,0.000002529388,0.000007063169,0.000141446,0.00000138164,0.0002033964],"genre_scores_gemma":[0.9996613,0.00005095413,0.00002857167,0.00001345752,0.0000029229,0.000003139775,0.0001451383,4.930982e-7,0.0000938929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08426327,"threshold_uncertainty_score":0.1675456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244058966795357,"score_gpt":0.4691548149536933,"score_spread":0.3447489182741576,"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."}}