{"id":"W2337633156","doi":"10.14288/1.0073625","title":"Housing first and emergency department utilization among homeless individuals with mental illness in Vancouver","year":2013,"lang":"en","type":"article","venue":"Open Collections","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Mental illness; Medicine; Psychiatry; Housing First; Mental health; Gerontology; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002037997,0.0001325848,0.0003174637,0.00008925256,0.005091874,0.0001671962,0.0001317887,0.0001137352,0.002426557],"category_scores_gemma":[0.00002090191,0.000113595,0.00001654583,0.0009267016,0.00005028318,0.0005572512,0.0001793819,0.0001868799,0.000012009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958271,"about_ca_system_score_gemma":0.0001163573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08979154,"about_ca_topic_score_gemma":0.7886731,"domain_scores_codex":[0.9987546,0.0001928058,0.0003303057,0.0002475994,0.0001531282,0.0003216063],"domain_scores_gemma":[0.999456,0.00006779569,0.0001314773,0.0001321134,0.0001134836,0.00009911003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001653643,0.0001721502,0.9461623,0.00005854707,0.00003794562,0.000001733005,0.02728326,0.00002999413,0.000001899322,0.00008778851,0.02484838,0.001299476],"study_design_scores_gemma":[0.002452855,0.0001156215,0.7168579,0.0003464753,0.00003972503,1.992297e-7,0.2484125,0.0004249786,0.00003850954,0.00104151,0.0297948,0.0004749776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567455,0.00005667095,0.0001273597,0.00007032076,0.0006218851,0.002741716,0.00003458175,0.00003713961,0.03956479],"genre_scores_gemma":[0.9808783,0.0002955316,0.0001335956,0.00001857303,0.00005359511,0.001870439,0.00002526849,0.0000253902,0.0166993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6988816,"threshold_uncertainty_score":0.9984854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081704373558773,"score_gpt":0.3585899532361845,"score_spread":0.3177729095005967,"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."}}