{"id":"W4308182607","doi":"10.1177/11786329221127150","title":"Determinants of Hospital Use and Physician Services Among Adults With a History of Homelessness","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Ottawa; Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Cohort; Medicine; Health care; Psychological intervention; Emergency department; Mental health; Family medicine; Mental illness; Cohort study; Psychiatry; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002507237,0.0002378734,0.001044052,0.0001679067,0.0006804466,0.000006131454,0.0003170019,0.0001111966,0.00004938605],"category_scores_gemma":[0.000001970452,0.000201147,0.00005020211,0.0003089283,0.0001509018,0.0004846503,0.0003013317,0.0003924309,0.000002323158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174511,"about_ca_system_score_gemma":0.0005319139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04852427,"about_ca_topic_score_gemma":0.1186624,"domain_scores_codex":[0.9972749,0.0005699336,0.0007936305,0.0003855757,0.0004924348,0.0004835643],"domain_scores_gemma":[0.9975535,0.0001996337,0.001344743,0.0003925425,0.0003105913,0.0001990173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001987512,0.0002315001,0.5441577,0.01258005,0.00002122905,0.000009298107,0.4415276,0.000004478662,0.000006295785,0.0003184325,0.000005771706,0.0009388796],"study_design_scores_gemma":[0.001344311,0.0008682984,0.6288539,0.001961646,0.00002590062,1.29331e-7,0.3628078,0.0004666566,0.00001801983,0.00009504823,0.003314247,0.000244077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994338,0.00345283,8.847948e-7,0.00002439192,0.0006719152,0.0009670485,0.00007697522,0.00005370037,0.0004142499],"genre_scores_gemma":[0.9986004,0.0004068103,0.00005089333,0.0004346027,0.000100279,0.0002118858,0.00004042947,0.00004119435,0.0001135564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0846962,"threshold_uncertainty_score":0.9578117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803847113742315,"score_gpt":0.3102960933926012,"score_spread":0.2922576222551781,"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."}}