{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629039,0.0001577012,0.0005909015,0.00009446386,0.0004492982,0.00003336358,0.00009672286,0.0003134809,0.0003848029],"category_scores_gemma":[0.00003659708,0.0001093904,0.00003681992,0.0002317365,0.0001073344,0.0001901106,0.0001197951,0.0004908561,0.00002876179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523857,"about_ca_system_score_gemma":0.0005246303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01236982,"about_ca_topic_score_gemma":0.2369455,"domain_scores_codex":[0.9985815,0.0002531075,0.000276778,0.0003100871,0.0001593352,0.000419242],"domain_scores_gemma":[0.9990178,0.0004862028,0.00008200782,0.0001382043,0.0001503522,0.0001254389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001684213,0.00001143406,0.5565776,0.0003324092,0.00002335234,0.00002832678,0.4017766,0.000002720134,0.000005665853,0.000855035,0.00004881849,0.04032121],"study_design_scores_gemma":[0.0004531603,0.0001512662,0.4606889,0.0002283248,0.00002574102,1.833975e-7,0.5193802,0.00004250634,0.00001337895,0.00004143145,0.01884808,0.0001268225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874722,0.003066818,0.00004095627,0.0005453558,0.001426267,0.0004637339,0.00002312976,0.000150313,0.006811273],"genre_scores_gemma":[0.9977626,0.0004601044,0.00007388779,0.0002006622,0.0003299871,0.0007712232,0.00001194385,0.00003495563,0.0003546909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2245757,"threshold_uncertainty_score":0.9942069,"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."}}