{"id":"W4392242102","doi":"10.1001/jamanetworkopen.2024.0795","title":"Morbidity and Length of Stay After Injury Among People Experiencing Homelessness in North America","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; University of California, San Francisco; National Cancer Institute; Agency for Healthcare Research and Quality; National Institutes of Health; Eastern Association for the Surgery of Trauma; Northwestern University","keywords":"Medicine; Injury Severity Score; Intensive care unit; Glasgow Coma Scale; Comorbidity; Moderation; Population; Residence; Retrospective cohort study; Demography; Cohort; Injury prevention; Emergency medicine; Poison control; Gerontology; Psychiatry; Internal medicine; Psychology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0007357832,0.0001701131,0.0007114675,0.0000784451,0.0002519038,0.00009993126,0.0003157822,0.0001838033,0.000454944],"category_scores_gemma":[0.00004841619,0.0001479635,0.00004270324,0.0008494578,0.00009557798,0.0005681692,0.000666437,0.0005778467,0.00002433301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008791213,"about_ca_system_score_gemma":0.0001678534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01973822,"about_ca_topic_score_gemma":0.2306795,"domain_scores_codex":[0.9978768,0.0005371396,0.0005312979,0.0003546388,0.0001878919,0.0005122827],"domain_scores_gemma":[0.9990082,0.0004110188,0.000132624,0.0002597421,0.00007004337,0.0001183156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009816693,0.00002061624,0.8116514,0.000227793,0.00001947946,0.00001983643,0.1725711,0.00003437571,0.000001666358,0.000175215,0.0001399392,0.01504044],"study_design_scores_gemma":[0.000251951,0.00003830297,0.9020455,0.0006046793,0.00001171578,3.451774e-8,0.09257803,0.0006413388,0.000004482909,0.0001737251,0.003475446,0.0001748147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948652,0.001807372,0.00004893653,0.0001013286,0.0005051511,0.0008246679,0.0000404192,0.00004697418,0.001759908],"genre_scores_gemma":[0.9975701,0.0009294621,0.000111615,0.00007520201,0.0005188989,0.0005713174,0.00001812396,0.00003760603,0.0001676833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2109413,"threshold_uncertainty_score":0.9867894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801505028071326,"score_gpt":0.3732286818929004,"score_spread":0.3452136316121871,"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."}}