{"id":"W4402269149","doi":"10.1001/jamaoncol.2024.3645","title":"Inpatient Care and Outcomes Among People With Cancer Experiencing Homelessness","year":2024,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Propensity score matching; Context (archaeology); Cohort; Odds; Odds ratio; Logistic regression; Cancer; Acute care; Retrospective cohort study; Inpatient care; Emergency medicine; Health care; Demography; Family medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005426446,0.0001304614,0.0001939922,0.0004895112,0.0003288218,0.0004269268,0.0002247536,0.0001668819,0.001401274],"category_scores_gemma":[0.003384583,0.00008611652,0.000342872,0.000885615,0.0001896684,0.0003606795,0.0005925787,0.0003954907,0.00008600779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253502,"about_ca_system_score_gemma":0.0003729901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007164355,"about_ca_topic_score_gemma":0.01045761,"domain_scores_codex":[0.999557,0.0001219476,0.00005914936,0.00006578882,0.00009157485,0.0001045168],"domain_scores_gemma":[0.9984971,0.0001090935,0.001016756,0.00004893669,0.0001291199,0.0001989107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002694257,0.00002787683,0.9978166,0.000011528,0.00002942709,0.00001987892,0.00004009663,0.00002572381,0.00001681491,0.00001739626,0.0001932874,0.001774501],"study_design_scores_gemma":[0.000003190192,0.00005014703,0.9994685,0.00001469452,0.00001451298,0.000065783,0.0001245671,0.00009667079,0.00001354376,0.00003147115,0.000115412,0.000001492455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978089,0.000367524,0.00008750914,0.0001702294,0.00001541845,0.0000160427,0.0008357709,0.000004942892,0.0006936736],"genre_scores_gemma":[0.9990747,0.0001159108,0.0000398959,0.00003509581,0.00001310084,0.000008040412,0.0006576831,8.310952e-7,0.00005477652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007164355,"threshold_uncertainty_score":0.01424533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588359288583606,"score_gpt":0.4118331775147838,"score_spread":0.3859495846289477,"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."}}